mirror of
https://github.com/codeninjasllc/codecombat.git
synced 2024-12-12 08:41:46 -05:00
786 lines
32 KiB
CoffeeScript
786 lines
32 KiB
CoffeeScript
CocoCollection = require 'collections/CocoCollection'
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Course = require 'models/Course'
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CourseInstance = require 'models/CourseInstance'
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require 'vendor/d3'
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d3Utils = require 'core/d3_utils'
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Payment = require 'models/Payment'
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RootView = require 'views/core/RootView'
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template = require 'templates/admin/analytics'
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utils = require 'core/utils'
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module.exports = class AnalyticsView extends RootView
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id: 'admin-analytics-view'
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template: template
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furthestCourseDayRangeRecent: 60
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furthestCourseDayRange: 365
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lineColors: ['red', 'blue', 'green', 'purple', 'goldenrod', 'brown', 'darkcyan']
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minSchoolCount: 20
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initialize: ->
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@activeClasses = []
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@activeClassGroups = {}
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@activeUsers = []
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@revenue = []
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@revenueGroups = {}
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@dayEnrollmentsMap = {}
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@enrollmentDays = []
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@loadData()
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afterRender: ->
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super()
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@createLineCharts()
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loadData: ->
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@supermodel.addRequestResource({
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url: '/db/analytics_perday/-/active_classes'
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method: 'POST'
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success: (data) =>
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# Organize data by day, then group
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groupMap = {}
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dayGroupMap = {}
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for activeClass in data
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dayGroupMap[activeClass.day] ?= {}
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dayGroupMap[activeClass.day]['Total'] = 0
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for group, val of activeClass.classes
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groupMap[group] = true
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dayGroupMap[activeClass.day][group] = val
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dayGroupMap[activeClass.day]['Total'] += val
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@activeClassGroups = Object.keys(groupMap)
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@activeClassGroups.push 'Total'
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# Build list of active classes, where each entry is a day of individual group values
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@activeClasses = []
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for day of dayGroupMap
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dashedDay = "#{day.substring(0, 4)}-#{day.substring(4, 6)}-#{day.substring(6, 8)}"
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data = day: dashedDay, groups: []
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for group in @activeClassGroups
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data.groups.push(dayGroupMap[day][group] ? 0)
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@activeClasses.push data
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@activeClasses.sort (a, b) -> b.day.localeCompare(a.day)
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@updateAllKPIChartData()
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@updateActiveClassesChartData()
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@render?()
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}, 0).load()
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@supermodel.addRequestResource({
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url: '/db/analytics_perday/-/active_users'
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method: 'POST'
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success: (data) =>
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@activeUsers = data.map (a) ->
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a.day = "#{a.day.substring(0, 4)}-#{a.day.substring(4, 6)}-#{a.day.substring(6, 8)}"
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a
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# Add campaign/classroom DAU 30-day averages and daily totals
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campaignDauTotals = []
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classroomDauTotals = []
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eventMap = {}
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for entry in @activeUsers
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day = entry.day
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campaignDauTotal = 0
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classroomDauTotal = 0
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for event, count of entry.events
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if event.indexOf('DAU campaign') >= 0
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campaignDauTotal += count
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else if event.indexOf('DAU classroom') >= 0
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classroomDauTotal += count
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eventMap[event] = true
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entry.events['DAU campaign total'] = campaignDauTotal
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eventMap['DAU campaign total'] = true
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campaignDauTotals.unshift(campaignDauTotal)
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campaignDauTotals.pop() while campaignDauTotals.length > 30
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if campaignDauTotals.length is 30
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entry.events['DAU campaign 30-day average'] = Math.round(_.reduce(campaignDauTotals, (a, b) -> a + b) / 30)
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eventMap['DAU campaign 30-day average'] = true
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entry.events['DAU classroom total'] = classroomDauTotal
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eventMap['DAU classroom total'] = true
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classroomDauTotals.unshift(classroomDauTotal)
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classroomDauTotals.pop() while classroomDauTotals.length > 30
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if classroomDauTotals.length is 30
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entry.events['DAU classroom 30-day average'] = Math.round(_.reduce(classroomDauTotals, (a, b) -> a + b) / 30)
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eventMap['DAU classroom 30-day average'] = true
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@activeUsers.sort (a, b) -> b.day.localeCompare(a.day)
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@activeUserEventNames = Object.keys(eventMap)
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@activeUserEventNames.sort (a, b) ->
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if a.indexOf('campaign') is b.indexOf('campaign') or a.indexOf('classroom') is b.indexOf('classroom')
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a.localeCompare(b)
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else if a.indexOf('campaign') > b.indexOf('campaign')
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1
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else
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-1
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@updateAllKPIChartData()
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@updateActiveUsersChartData()
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@updateCampaignVsClassroomActiveUsersChartData()
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@render?()
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}, 0).load()
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@supermodel.addRequestResource({
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url: '/db/analytics_perday/-/recurring_revenue'
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method: 'POST'
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success: (data) =>
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# Organize data by day, then group
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groupMap = {}
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dayGroupCountMap = {}
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for dailyRevenue in data
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dayGroupCountMap[dailyRevenue.day] ?= {}
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dayGroupCountMap[dailyRevenue.day]['DRR Total'] = 0
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for group, val of dailyRevenue.groups
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groupMap[group] = true
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dayGroupCountMap[dailyRevenue.day][group] = val
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dayGroupCountMap[dailyRevenue.day]['DRR Total'] += val
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@revenueGroups = Object.keys(groupMap)
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@revenueGroups.push 'DRR Total'
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# Build list of recurring revenue entries, where each entry is a day of individual group values
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@revenue = []
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for day of dayGroupCountMap
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dashedDay = "#{day.substring(0, 4)}-#{day.substring(4, 6)}-#{day.substring(6, 8)}"
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data = day: dashedDay, groups: []
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for group in @revenueGroups
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data.groups.push(dayGroupCountMap[day][group] ? 0)
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@revenue.push data
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# Order present to past
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@revenue.sort (a, b) -> b.day.localeCompare(a.day)
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return unless @revenue.length > 0
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# Add monthly recurring revenue values
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# For each daily group, add up monthly values walking forward through time, and add to revenue groups
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monthlyDailyGroupMap = {}
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dailyGroupIndexMap = {}
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for group, i in @revenueGroups
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monthlyDailyGroupMap[group.replace('DRR', 'MRR')] = group
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dailyGroupIndexMap[group] = i
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for monthlyGroup, dailyGroup of monthlyDailyGroupMap
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monthlyValues = []
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for i in [@revenue.length-1..0]
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dailyTotal = @revenue[i].groups[dailyGroupIndexMap[dailyGroup]]
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monthlyValues.push(dailyTotal)
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monthlyValues.shift() while monthlyValues.length > 30
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if monthlyValues.length is 30
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@revenue[i].groups.push(_.reduce(monthlyValues, (s, num) -> s + num))
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for monthlyGroup, dailyGroup of monthlyDailyGroupMap
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@revenueGroups.push monthlyGroup
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@updateAllKPIChartData()
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@updateRevenueChartData()
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@render?()
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}, 0).load()
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@supermodel.addRequestResource({
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url: '/db/user/-/school_counts'
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method: 'POST'
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data: {minCount: @minSchoolCount}
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success: (@schoolCounts) =>
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@schoolCounts?.sort (a, b) ->
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return -1 if a.count > b.count
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return 0 if a.count is b.count
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1
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@renderSelectors?('#school-counts')
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}, 0).load()
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@supermodel.addRequestResource({
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url: '/db/payment/-/school_sales'
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success: (@schoolSales) =>
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@schoolSales?.sort (a, b) ->
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return -1 if a.created > b.created
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return 0 if a.created is b.created
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1
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@renderSelectors?('.school-sales')
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}, 0).load()
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@supermodel.addRequestResource({
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url: '/db/prepaid/-/courses'
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method: 'POST'
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data: {project: {endDate: 1, maxRedeemers: 1, properties: 1, redeemers: 1}}
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success: (prepaids) =>
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paidDayMaxMap = {}
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paidDayRedeemedMap = {}
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trialDayMaxMap = {}
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trialDayRedeemedMap = {}
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for prepaid in prepaids
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day = utils.objectIdToDate(prepaid._id).toISOString().substring(0, 10)
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if prepaid.properties?.trialRequestID? or prepaid.properties?.endDate?
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trialDayMaxMap[day] ?= 0
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if prepaid.properties?.endDate?
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trialDayMaxMap[day] += prepaid.redeemers?.length ? 0
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else
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trialDayMaxMap[day] += prepaid.maxRedeemers
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for redeemer in (prepaid.redeemers ? [])
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redeemDay = redeemer.date.substring(0, 10)
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trialDayRedeemedMap[redeemDay] ?= 0
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trialDayRedeemedMap[redeemDay]++
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else if not prepaid.endDate? or new Date(prepaid.endDate) > new Date()
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paidDayMaxMap[day] ?= 0
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paidDayMaxMap[day] += prepaid.maxRedeemers
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for redeemer in prepaid.redeemers
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redeemDay = redeemer.date.substring(0, 10)
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paidDayRedeemedMap[redeemDay] ?= 0
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paidDayRedeemedMap[redeemDay]++
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@dayEnrollmentsMap = {}
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@paidCourseTotalEnrollments = []
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for day, count of paidDayMaxMap
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@paidCourseTotalEnrollments.push({day: day, count: count})
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@dayEnrollmentsMap[day] ?= {paidIssued: 0, paidRedeemed: 0, trialIssued: 0, trialRedeemed: 0}
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@dayEnrollmentsMap[day].paidIssued += count
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@paidCourseTotalEnrollments.sort (a, b) -> a.day.localeCompare(b.day)
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@paidCourseRedeemedEnrollments = []
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for day, count of paidDayRedeemedMap
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@paidCourseRedeemedEnrollments.push({day: day, count: count})
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@dayEnrollmentsMap[day] ?= {paidIssued: 0, paidRedeemed: 0, trialIssued: 0, trialRedeemed: 0}
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@dayEnrollmentsMap[day].paidRedeemed += count
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@paidCourseRedeemedEnrollments.sort (a, b) -> a.day.localeCompare(b.day)
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@trialCourseTotalEnrollments = []
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for day, count of trialDayMaxMap
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@trialCourseTotalEnrollments.push({day: day, count: count})
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@dayEnrollmentsMap[day] ?= {paidIssued: 0, paidRedeemed: 0, trialIssued: 0, trialRedeemed: 0}
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@dayEnrollmentsMap[day].trialIssued += count
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@trialCourseTotalEnrollments.sort (a, b) -> a.day.localeCompare(b.day)
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@trialCourseRedeemedEnrollments = []
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for day, count of trialDayRedeemedMap
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@trialCourseRedeemedEnrollments.push({day: day, count: count})
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@dayEnrollmentsMap[day] ?= {paidIssued: 0, paidRedeemed: 0, trialIssued: 0, trialRedeemed: 0}
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@dayEnrollmentsMap[day].trialRedeemed += count
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@trialCourseRedeemedEnrollments.sort (a, b) -> a.day.localeCompare(b.day)
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@updateEnrollmentsChartData()
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@render?()
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}, 0).load()
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@courses = new CocoCollection([], { url: "/db/course", model: Course})
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@listenToOnce @courses, 'sync', @onCoursesSync
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@supermodel.loadCollection(@courses)
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onCoursesSync: ->
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@courses.remove(@courses.findWhere({releasePhase: 'beta'}))
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sortedCourses = utils.sortCourses(@courses.models ? [])
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@courseOrderMap = {}
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@courseOrderMap[sortedCourses[i].get('_id')] = i for i in [0...sortedCourses.length]
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startDay = new Date()
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startDay.setUTCDate(startDay.getUTCDate() - @furthestCourseDayRange)
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startDay = startDay.toISOString().substring(0, 10)
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options =
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url: '/db/course_instance/-/recent'
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method: 'POST'
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data: {startDay: startDay}
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options.error = (models, response, options) =>
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return if @destroyed
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console.error 'Failed to get recent course instances', response
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options.success = (data) =>
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@onCourseInstancesSync(data)
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@renderSelectors?('#furthest-course')
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@supermodel.addRequestResource(options, 0).load()
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onCourseInstancesSync: (data) ->
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@courseDistributionsRecent = []
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@courseDistributions = []
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return unless data.courseInstances and data.students and data.prepaids
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createCourseDistributions = (numDays) =>
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# Find student furthest course
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startDate = new Date()
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startDate.setUTCDate(startDate.getUTCDate() - numDays)
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teacherStudentsMap = {}
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studentFurthestCourseMap = {}
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studentPaidStatusMap = {}
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for courseInstance in data.courseInstances
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continue if utils.objectIdToDate(courseInstance._id) < startDate
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courseID = courseInstance.courseID
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unless @courseOrderMap[courseID]?
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console.error "ERROR: no course order for courseID=#{courseID}"
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continue
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teacherID = courseInstance.ownerID
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for studentID in courseInstance.members
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studentPaidStatusMap[studentID] = 'free'
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if not studentFurthestCourseMap[studentID] or studentFurthestCourseMap[studentID] < @courseOrderMap[courseID]
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studentFurthestCourseMap[studentID] = @courseOrderMap[courseID]
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teacherStudentsMap[teacherID] ?= []
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teacherStudentsMap[teacherID].push(studentID)
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# Find paid students
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prepaidUserMap = {}
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for user in data.students
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continue unless studentPaidStatusMap[user._id]
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if prepaidID = user.coursePrepaid?._id
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studentPaidStatusMap[user._id] = 'paid'
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prepaidUserMap[prepaidID] ?= []
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prepaidUserMap[prepaidID].push(user._id)
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# Find trial students
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for prepaid in data.prepaids
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continue unless prepaidUserMap[prepaid._id]
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if prepaid.properties?.trialRequestID
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for userID in prepaidUserMap[prepaid._id]
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studentPaidStatusMap[userID] = 'trial'
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# Find teacher furthest course and paid status based on their students
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# Paid teacher: at least one paid student
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# Trial teacher: at least one trial student in course instance, and no paid students
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# Free teacher: no paid students, no trial students
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# Teacher furthest course is furthest course of highest paid status student
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teacherFurthestCourseMap = {}
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teacherPaidStatusMap = {}
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for teacher, students of teacherStudentsMap
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for student in students
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unless studentFurthestCourseMap[student]?
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console.error "ERROR: no student furthest map for teacher=#{teacher} student=#{student}"
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continue
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if not teacherPaidStatusMap[teacher]
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teacherPaidStatusMap[teacher] = studentPaidStatusMap[student]
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teacherFurthestCourseMap[teacher] = studentFurthestCourseMap[student]
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else if teacherPaidStatusMap[teacher] is 'paid'
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if studentPaidStatusMap[student] is 'paid' and teacherFurthestCourseMap[teacher] < studentFurthestCourseMap[student]
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teacherFurthestCourseMap[teacher] = studentFurthestCourseMap[student]
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else if teacherPaidStatusMap[teacher] is 'trial'
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if studentPaidStatusMap[student] is 'paid'
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teacherPaidStatusMap[teacher] = studentPaidStatusMap[student]
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teacherFurthestCourseMap[teacher] = studentFurthestCourseMap[student]
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else if studentPaidStatusMap[student] is 'trial' and teacherFurthestCourseMap[teacher] < studentFurthestCourseMap[student]
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teacherFurthestCourseMap[teacher] = studentFurthestCourseMap[student]
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else # free teacher
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if studentPaidStatusMap[student] in ['paid', 'trial']
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teacherPaidStatusMap[teacher] = studentPaidStatusMap[student]
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teacherFurthestCourseMap[teacher] = studentFurthestCourseMap[student]
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else if studentPaidStatusMap[student] is 'free' and teacherFurthestCourseMap[teacher] < studentFurthestCourseMap[student]
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teacherFurthestCourseMap[teacher] = studentFurthestCourseMap[student]
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# Build table of student/teacher paid/trial/free totals
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updateCourseTotalsMap = (courseTotalsMap, furthestCourseMap, paidStatusMap, columnSuffix) =>
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for user, courseIndex of furthestCourseMap
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courseName = @courses.models[courseIndex].get('name')
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courseTotalsMap[courseName] ?= {}
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columnName = switch paidStatusMap[user]
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when 'paid' then 'Paid ' + columnSuffix
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when 'trial' then 'Trial ' + columnSuffix
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when 'free' then 'Free ' + columnSuffix
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courseTotalsMap[courseName][columnName] ?= 0
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courseTotalsMap[courseName][columnName]++
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courseTotalsMap[courseName]['Total ' + columnSuffix] ?= 0
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courseTotalsMap[courseName]['Total ' + columnSuffix]++
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courseTotalsMap['All Courses']['Total ' + columnSuffix] ?= 0
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courseTotalsMap['All Courses']['Total ' + columnSuffix]++
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courseTotalsMap['All Courses'][columnName] ?= 0
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courseTotalsMap['All Courses'][columnName]++
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courseTotalsMap = {'All Courses': {}}
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updateCourseTotalsMap(courseTotalsMap, teacherFurthestCourseMap, teacherPaidStatusMap, 'Teachers')
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updateCourseTotalsMap(courseTotalsMap, studentFurthestCourseMap, studentPaidStatusMap, 'Students')
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courseDistributions = []
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for courseName, totals of courseTotalsMap
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courseDistributions.push({courseName: courseName, totals: totals})
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courseDistributions.sort (a, b) =>
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if a.courseName.indexOf('All Courses') >= 0 and b.courseName.indexOf('All Courses') < 0 then return 1
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else if b.courseName.indexOf('All Courses') >= 0 and a.courseName.indexOf('All Courses') < 0 then return -1
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aID = @courses.findWhere({name: a.courseName}).id
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bID = @courses.findWhere({name: b.courseName}).id
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@courseOrderMap[aID] - @courseOrderMap[bID]
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courseDistributions
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@courseDistributionsRecent = createCourseDistributions(@furthestCourseDayRangeRecent)
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@courseDistributions = createCourseDistributions(@furthestCourseDayRange)
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createLineChartPoints: (days, data) ->
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points = []
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for entry, i in data
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points.push
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day: entry.day
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y: entry.value
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# Trim points preceding days
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if points.length and days.length and points[0].day.localeCompare(days[0]) < 0
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if points[points.length - 1].day.localeCompare(days[0]) < 0
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points = []
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else
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for point, i in points
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if point.day.localeCompare(days[0]) >= 0
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points.splice(0, i)
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break
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# Ensure points for each day
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for day, i in days
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if points.length <= i or points[i]?.day isnt day
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prevY = if i > 0 then points[i - 1].y else 0.0
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points.splice i, 0,
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day: day
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y: prevY
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points[i].x = i
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points.splice(0, points.length - days.length) if points.length > days.length
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points
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createLineCharts: ->
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visibleWidth = $('.kpi-recent-chart').width()
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d3Utils.createLineChart('.kpi-recent-chart', @kpiRecentChartLines, visibleWidth)
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d3Utils.createLineChart('.kpi-chart', @kpiChartLines, visibleWidth)
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d3Utils.createLineChart('.active-classes-chart-90', @activeClassesChartLines90, visibleWidth)
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d3Utils.createLineChart('.active-classes-chart-365', @activeClassesChartLines365, visibleWidth)
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d3Utils.createLineChart('.classroom-daily-active-users-chart-90', @classroomDailyActiveUsersChartLines90, visibleWidth)
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d3Utils.createLineChart('.classroom-monthly-active-users-chart-90', @classroomMonthlyActiveUsersChartLines90, visibleWidth)
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d3Utils.createLineChart('.classroom-daily-active-users-chart-365', @classroomDailyActiveUsersChartLines365, visibleWidth)
|
|
d3Utils.createLineChart('.classroom-monthly-active-users-chart-365', @classroomMonthlyActiveUsersChartLines365, visibleWidth)
|
|
d3Utils.createLineChart('.campaign-daily-active-users-chart-90', @campaignDailyActiveUsersChartLines90, visibleWidth)
|
|
d3Utils.createLineChart('.campaign-monthly-active-users-chart-90', @campaignMonthlyActiveUsersChartLines90, visibleWidth)
|
|
d3Utils.createLineChart('.campaign-daily-active-users-chart-365', @campaignDailyActiveUsersChartLines365, visibleWidth)
|
|
d3Utils.createLineChart('.campaign-monthly-active-users-chart-365', @campaignMonthlyActiveUsersChartLines365, visibleWidth)
|
|
d3Utils.createLineChart('.campaign-vs-classroom-monthly-active-users-recent-chart.line-chart-container', @campaignVsClassroomMonthlyActiveUsersRecentChartLines, visibleWidth)
|
|
d3Utils.createLineChart('.campaign-vs-classroom-monthly-active-users-chart.line-chart-container', @campaignVsClassroomMonthlyActiveUsersChartLines, visibleWidth)
|
|
d3Utils.createLineChart('.paid-courses-chart', @enrollmentsChartLines, visibleWidth)
|
|
d3Utils.createLineChart('.recurring-daily-revenue-chart-90', @revenueDailyChartLines90Days, visibleWidth)
|
|
d3Utils.createLineChart('.recurring-monthly-revenue-chart-90', @revenueMonthlyChartLines90Days, visibleWidth)
|
|
d3Utils.createLineChart('.recurring-daily-revenue-chart-365', @revenueDailyChartLines365Days, visibleWidth)
|
|
d3Utils.createLineChart('.recurring-monthly-revenue-chart-365', @revenueMonthlyChartLines365Days, visibleWidth)
|
|
|
|
updateAllKPIChartData: ->
|
|
@kpiRecentChartLines = []
|
|
@kpiChartLines = []
|
|
@updateKPIChartData(60, @kpiRecentChartLines)
|
|
@updateKPIChartData(365, @kpiChartLines)
|
|
|
|
updateKPIChartData: (timeframeDays, chartLines) ->
|
|
days = d3Utils.createContiguousDays(timeframeDays)
|
|
|
|
# Build active classes KPI line
|
|
if @activeClasses?.length > 0
|
|
data = []
|
|
for entry in @activeClasses
|
|
data.push
|
|
day: entry.day
|
|
value: entry.groups[entry.groups.length - 1]
|
|
data.reverse()
|
|
points = @createLineChartPoints(days, data)
|
|
chartLines.push
|
|
points: points
|
|
description: 'Monthly Active Classes'
|
|
lineColor: 'blue'
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: true
|
|
|
|
# Build recurring revenue KPI line
|
|
if @revenue?.length > 0
|
|
data = []
|
|
for entry in @revenue
|
|
data.push
|
|
day: entry.day
|
|
value: entry.groups[entry.groups.length - 1] / 100000
|
|
data.reverse()
|
|
points = @createLineChartPoints(days, data)
|
|
chartLines.push
|
|
points: points
|
|
description: 'Monthly Recurring Revenue (in thousands)'
|
|
lineColor: 'green'
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: true
|
|
|
|
# Build campaign MAU KPI line
|
|
if @activeUsers?.length > 0
|
|
eventDayDataMap = {}
|
|
for entry in @activeUsers
|
|
day = entry.day
|
|
for event, count of entry.events
|
|
if event.indexOf('MAU campaign') >= 0
|
|
eventDayDataMap['MAU campaign'] ?= {}
|
|
eventDayDataMap['MAU campaign'][day] ?= 0
|
|
eventDayDataMap['MAU campaign'][day] += count
|
|
|
|
campaignData = []
|
|
for event, entry of eventDayDataMap
|
|
for day, count of entry
|
|
campaignData.push day: day, value: count / 1000
|
|
campaignData.reverse()
|
|
|
|
points = @createLineChartPoints(days, campaignData)
|
|
chartLines.push
|
|
points: points
|
|
description: 'Campaign Monthly Active Users (in thousands)'
|
|
lineColor: 'purple'
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: true
|
|
|
|
updateActiveClassesChartData: ->
|
|
@activeClassesChartLines90 = []
|
|
@activeClassesChartLines365 = []
|
|
return unless @activeClasses?.length
|
|
|
|
groupDayMap = {}
|
|
for entry in @activeClasses
|
|
for count, i in entry.groups
|
|
groupDayMap[@activeClassGroups[i]] ?= {}
|
|
groupDayMap[@activeClassGroups[i]][entry.day] ?= 0
|
|
groupDayMap[@activeClassGroups[i]][entry.day] += count
|
|
|
|
createActiveClassesChartLines = (lines, numDays) =>
|
|
days = d3Utils.createContiguousDays(numDays)
|
|
colorIndex = 0
|
|
totalMax = 0
|
|
for group, entries of groupDayMap
|
|
data = []
|
|
for day, count of entries
|
|
data.push
|
|
day: day
|
|
value: count
|
|
data.reverse()
|
|
points = @createLineChartPoints(days, data)
|
|
lines.push
|
|
points: points
|
|
description: group.replace('Active classes ', '')
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
showYScale: group is 'Total'
|
|
totalMax = _.max(points, 'y').y if group is 'Total'
|
|
line.max = totalMax for line in lines
|
|
|
|
createActiveClassesChartLines(@activeClassesChartLines90, 90)
|
|
createActiveClassesChartLines(@activeClassesChartLines365, 365)
|
|
|
|
updateActiveUsersChartData: ->
|
|
# Create chart lines for the active user events returned by active_users in analytics_perday_handler
|
|
@campaignDailyActiveUsersChartLines90 = []
|
|
@campaignMonthlyActiveUsersChartLines90 = []
|
|
@campaignDailyActiveUsersChartLines365 = []
|
|
@campaignMonthlyActiveUsersChartLines365 = []
|
|
@classroomDailyActiveUsersChartLines90 = []
|
|
@classroomMonthlyActiveUsersChartLines90 = []
|
|
@classroomDailyActiveUsersChartLines365 = []
|
|
@classroomMonthlyActiveUsersChartLines365 = []
|
|
return unless @activeUsers?.length
|
|
|
|
# Separate day/value arrays by event
|
|
eventDataMap = {}
|
|
for entry in @activeUsers
|
|
day = entry.day
|
|
for event, count of entry.events
|
|
eventDataMap[event] ?= []
|
|
eventDataMap[event].push
|
|
day: entry.day
|
|
value: count
|
|
|
|
createActiveUsersChartLines = (lines, numDays, eventPrefix) =>
|
|
days = d3Utils.createContiguousDays(numDays)
|
|
colorIndex = 0
|
|
lineMax = 0
|
|
showYScale = true
|
|
for event, data of eventDataMap
|
|
continue unless event.indexOf(eventPrefix) >= 0
|
|
points = @createLineChartPoints(days, _.cloneDeep(data).reverse())
|
|
lineMax = Math.max(_.max(points, 'y').y, lineMax)
|
|
lines.push
|
|
points: points
|
|
description: event
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
showYScale: showYScale
|
|
showYScale = false
|
|
line.max = lineMax for line in lines
|
|
|
|
createActiveUsersChartLines(@campaignDailyActiveUsersChartLines90, 90, 'DAU campaign')
|
|
createActiveUsersChartLines(@campaignMonthlyActiveUsersChartLines90, 90, 'MAU campaign')
|
|
createActiveUsersChartLines(@classroomDailyActiveUsersChartLines90, 90, 'DAU classroom')
|
|
createActiveUsersChartLines(@classroomMonthlyActiveUsersChartLines90, 90, 'MAU classroom')
|
|
createActiveUsersChartLines(@campaignDailyActiveUsersChartLines365, 365, 'DAU campaign')
|
|
createActiveUsersChartLines(@campaignMonthlyActiveUsersChartLines365, 365, 'MAU campaign')
|
|
createActiveUsersChartLines(@classroomDailyActiveUsersChartLines365, 365, 'DAU classroom')
|
|
createActiveUsersChartLines(@classroomMonthlyActiveUsersChartLines365, 365, 'MAU classroom')
|
|
|
|
updateCampaignVsClassroomActiveUsersChartData: ->
|
|
@campaignVsClassroomMonthlyActiveUsersRecentChartLines = []
|
|
@campaignVsClassroomMonthlyActiveUsersChartLines = []
|
|
return unless @activeUsers?.length
|
|
|
|
# Separate day/value arrays by event
|
|
eventDataMap = {}
|
|
for entry in @activeUsers
|
|
day = entry.day
|
|
for event, count of entry.events
|
|
eventDataMap[event] ?= []
|
|
eventDataMap[event].push
|
|
day: entry.day
|
|
value: count
|
|
|
|
days = d3Utils.createContiguousDays(90)
|
|
colorIndex = 0
|
|
max = 0
|
|
for event, data of eventDataMap
|
|
if event is 'MAU campaign paid'
|
|
points = @createLineChartPoints(days, _.cloneDeep(data).reverse())
|
|
max = Math.max(max, _.max(points, 'y').y)
|
|
@campaignVsClassroomMonthlyActiveUsersRecentChartLines.push
|
|
points: points
|
|
description: event
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
showYScale: true
|
|
else if event is 'MAU classroom paid'
|
|
points = @createLineChartPoints(days, _.cloneDeep(data).reverse())
|
|
max = Math.max(max, _.max(points, 'y').y)
|
|
@campaignVsClassroomMonthlyActiveUsersRecentChartLines.push
|
|
points: points
|
|
description: event
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
showYScale: false
|
|
|
|
for line in @campaignVsClassroomMonthlyActiveUsersRecentChartLines
|
|
line.max = max
|
|
|
|
days = d3Utils.createContiguousDays(365)
|
|
colorIndex = 0
|
|
max = 0
|
|
for event, data of eventDataMap
|
|
if event is 'MAU campaign paid'
|
|
points = @createLineChartPoints(days, _.cloneDeep(data).reverse())
|
|
max = Math.max(max, _.max(points, 'y').y)
|
|
@campaignVsClassroomMonthlyActiveUsersChartLines.push
|
|
points: points
|
|
description: event
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
showYScale: true
|
|
else if event is 'MAU classroom paid'
|
|
points = @createLineChartPoints(days, _.cloneDeep(data).reverse())
|
|
max = Math.max(max, _.max(points, 'y').y)
|
|
@campaignVsClassroomMonthlyActiveUsersChartLines.push
|
|
points: points
|
|
description: event
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
showYScale: false
|
|
|
|
for line in @campaignVsClassroomMonthlyActiveUsersChartLines
|
|
line.max = max
|
|
|
|
updateEnrollmentsChartData: ->
|
|
@enrollmentsChartLines = []
|
|
return unless @paidCourseTotalEnrollments?.length and @trialCourseTotalEnrollments?.length
|
|
days = d3Utils.createContiguousDays(90, false)
|
|
@enrollmentDays = _.cloneDeep(days)
|
|
@enrollmentDays.reverse()
|
|
|
|
colorIndex = 0
|
|
dailyMax = 0
|
|
|
|
data = []
|
|
for entry in @paidCourseTotalEnrollments
|
|
data.push
|
|
day: entry.day
|
|
value: entry.count
|
|
points = @createLineChartPoints(days, data)
|
|
@enrollmentsChartLines.push
|
|
points: points
|
|
description: 'Paid enrollments issued'
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: true
|
|
dailyMax = _.max([dailyMax, _.max(points, 'y').y])
|
|
|
|
data = []
|
|
for entry in @paidCourseRedeemedEnrollments
|
|
data.push
|
|
day: entry.day
|
|
value: entry.count
|
|
points = @createLineChartPoints(days, data)
|
|
@enrollmentsChartLines.push
|
|
points: points
|
|
description: 'Paid enrollments redeemed'
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: false
|
|
dailyMax = _.max([dailyMax, _.max(points, 'y').y])
|
|
|
|
data = []
|
|
for entry in @trialCourseTotalEnrollments
|
|
data.push
|
|
day: entry.day
|
|
value: entry.count
|
|
points = @createLineChartPoints(days, data, true)
|
|
@enrollmentsChartLines.push
|
|
points: points
|
|
description: 'Trial enrollments issued'
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: false
|
|
dailyMax = _.max([dailyMax, _.max(points, 'y').y])
|
|
|
|
data = []
|
|
for entry in @trialCourseRedeemedEnrollments
|
|
data.push
|
|
day: entry.day
|
|
value: entry.count
|
|
points = @createLineChartPoints(days, data)
|
|
@enrollmentsChartLines.push
|
|
points: points
|
|
description: 'Trial enrollments redeemed'
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: false
|
|
dailyMax = _.max([dailyMax, _.max(points, 'y').y])
|
|
|
|
line.max = dailyMax for line in @enrollmentsChartLines
|
|
|
|
updateRevenueChartData: ->
|
|
@revenueDailyChartLines90Days = []
|
|
@revenueMonthlyChartLines90Days = []
|
|
@revenueDailyChartLines365Days = []
|
|
@revenueMonthlyChartLines365Days = []
|
|
return unless @revenue?.length
|
|
|
|
groupDayMap = {}
|
|
for entry in @revenue
|
|
for count, i in entry.groups
|
|
groupDayMap[@revenueGroups[i]] ?= {}
|
|
groupDayMap[@revenueGroups[i]][entry.day] ?= 0
|
|
groupDayMap[@revenueGroups[i]][entry.day] += count
|
|
|
|
addRevenueChartLine = (days, eventPrefix, lines) =>
|
|
colorIndex = 0
|
|
dailyMax = 0
|
|
for group, entries of groupDayMap
|
|
continue unless group.indexOf(eventPrefix) >= 0
|
|
data = []
|
|
for day, count of entries
|
|
data.push
|
|
day: day
|
|
value: count / 100
|
|
data.reverse()
|
|
points = @createLineChartPoints(days, data)
|
|
lines.push
|
|
points: points
|
|
description: group.replace(eventPrefix + ' ', 'Daily ')
|
|
lineColor: @lineColors[colorIndex++ % @lineColors.length]
|
|
strokeWidth: 1
|
|
min: 0
|
|
max: _.max(points, 'y').y
|
|
showYScale: group is eventPrefix + ' Total'
|
|
dailyMax = _.max(points, 'y').y if group is eventPrefix + ' Total'
|
|
for line in lines
|
|
line.max = dailyMax
|
|
|
|
addRevenueChartLine(d3Utils.createContiguousDays(90), 'DRR', @revenueDailyChartLines90Days)
|
|
addRevenueChartLine(d3Utils.createContiguousDays(90), 'MRR', @revenueMonthlyChartLines90Days)
|
|
addRevenueChartLine(d3Utils.createContiguousDays(365), 'DRR', @revenueDailyChartLines365Days)
|
|
addRevenueChartLine(d3Utils.createContiguousDays(365), 'MRR', @revenueMonthlyChartLines365Days)
|