codecombat/app/views/admin/AnalyticsView.coffee

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CoffeeScript
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require 'vendor/d3'
d3Utils = require 'core/d3_utils'
RootView = require 'views/core/RootView'
template = require 'templates/admin/analytics'
utils = require 'core/utils'
module.exports = class AnalyticsView extends RootView
id: 'admin-analytics-view'
template: template
lineColors: ['red', 'blue', 'green', 'purple', 'goldenrod', 'brown', 'darkcyan']
constructor: (options) ->
super options
@loadData()
getRenderData: ->
context = super()
context.activeClasses = @activeClasses ? []
context.activeClassGroups = @activeClassGroups ? {}
context.activeUsers = @activeUsers ? []
context.revenue = @revenue ? []
context.revenueGroups = @revenueGroups ? {}
context
afterRender: ->
super()
@createLineCharts()
loadData: ->
@supermodel.addRequestResource('active_classes', {
url: '/db/analytics_perday/-/active_classes'
method: 'POST'
success: (data) =>
# Organize data by day, then group
groupMap = {}
dayGroupMap = {}
for activeClass in data
dayGroupMap[activeClass.day] ?= {}
dayGroupMap[activeClass.day]['Total'] = 0
for group, val of activeClass.classes
groupMap[group] = true
dayGroupMap[activeClass.day][group] = val
dayGroupMap[activeClass.day]['Total'] += val
@activeClassGroups = Object.keys(groupMap)
@activeClassGroups.push 'Total'
# Build list of active classes, where each entry is a day of individual group values
@activeClasses = []
for day of dayGroupMap
dashedDay = "#{day.substring(0, 4)}-#{day.substring(4, 6)}-#{day.substring(6, 8)}"
data = day: dashedDay, groups: []
for group in @activeClassGroups
data.groups.push(dayGroupMap[day][group] ? 0)
@activeClasses.push data
@activeClasses.sort (a, b) -> b.day.localeCompare(a.day)
@updateAllKPIChartData()
@updateActiveClassesChartData()
@render?()
}, 0).load()
@supermodel.addRequestResource('active_users', {
url: '/db/analytics_perday/-/active_users'
method: 'POST'
success: (data) =>
@activeUsers = data.map (a) ->
a.day = "#{a.day.substring(0, 4)}-#{a.day.substring(4, 6)}-#{a.day.substring(6, 8)}"
a
@activeUsers.sort (a, b) -> b.day.localeCompare(a.day)
@updateAllKPIChartData()
@updateActiveUsersChartData()
@render?()
}, 0).load()
@supermodel.addRequestResource('recurring_revenue', {
url: '/db/analytics_perday/-/recurring_revenue'
method: 'POST'
success: (data) =>
# Organize data by day, then group
groupMap = {}
dayGroupCountMap = {}
for dailyRevenue in data
dayGroupCountMap[dailyRevenue.day] ?= {}
dayGroupCountMap[dailyRevenue.day]['Daily'] = 0
for group, val of dailyRevenue.groups
groupMap[group] = true
dayGroupCountMap[dailyRevenue.day][group] = val
dayGroupCountMap[dailyRevenue.day]['Daily'] += val
@revenueGroups = Object.keys(groupMap)
@revenueGroups.push 'Daily'
# Build list of recurring revenue entries, where each entry is a day of individual group values
@revenue = []
for day of dayGroupCountMap
dashedDay = "#{day.substring(0, 4)}-#{day.substring(4, 6)}-#{day.substring(6, 8)}"
data = day: dashedDay, groups: []
for group in @revenueGroups
data.groups.push(dayGroupCountMap[day][group] ? 0)
@revenue.push data
@revenue.sort (a, b) -> b.day.localeCompare(a.day)
return unless @revenue.length > 0
# Add monthly recurring revenue values
@revenueGroups.push 'Monthly'
monthlyValues = []
for i in [@revenue.length-1..0]
dailyTotal = @revenue[i].groups[@revenue[i].groups.length - 1]
monthlyValues.push(dailyTotal)
monthlyValues.shift() while monthlyValues.length > 30
if monthlyValues.length is 30
@revenue[i].groups.push(_.reduce(monthlyValues, (s, num) -> s + num))
@updateAllKPIChartData()
@updateRevenueChartData()
@render?()
}, 0).load()
createLineChartPoints: (days, data) ->
points = []
for entry, i in data
points.push
x: i
y: entry.value
day: entry.day
# Ensure points for each day
for day, i in days
if points.length <= i or points[i].day isnt day
prevY = if i > 0 then points[i - 1].y else 0.0
points.splice i, 0,
y: prevY
day: day
points[i].x = i
points.splice(0, points.length - days.length) if points.length > days.length
points
createLineCharts: ->
d3Utils.createLineChart('.kpi-recent-chart', @kpiRecentChartLines)
d3Utils.createLineChart('.kpi-chart', @kpiChartLines)
d3Utils.createLineChart('.active-classes-chart', @activeClassesChartLines)
d3Utils.createLineChart('.active-users-chart', @activeUsersChartLines)
d3Utils.createLineChart('.recurring-revenue-chart', @revenueChartLines)
updateAllKPIChartData: ->
@kpiRecentChartLines = []
@kpiChartLines = []
@updateKPIChartData(60, @kpiRecentChartLines)
@updateKPIChartData(300, @kpiChartLines)
updateKPIChartData: (timeframeDays, chartLines) ->
days = d3Utils.createContiguousDays(timeframeDays)
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: '30-day Active Classes'
lineColor: 'blue'
strokeWidth: 1
min: 0
max: _.max(points, 'y').y
showYScale: true
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: '30-day Recurring Revenue (in thousands)'
lineColor: 'green'
strokeWidth: 1
min: 0
max: _.max(points, 'y').y
showYScale: true
if @activeUsers?.length > 0
data = []
for entry in @activeUsers
break unless entry.monthlyCount
data.push
day: entry.day
value: entry.monthlyCount / 1000
data.reverse()
points = @createLineChartPoints(days, data)
chartLines.push
points: points
description: '30-day Active Users (in thousands)'
lineColor: 'red'
strokeWidth: 1
min: 0
max: _.max(points, 'y').y
showYScale: true
updateActiveClassesChartData: ->
@activeClassesChartLines = []
return unless @activeClasses?.length
days = d3Utils.createContiguousDays(90)
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
lines = []
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)
@activeClassesChartLines.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 @activeClassesChartLines
updateActiveUsersChartData: ->
@activeUsersChartLines = []
return unless @activeUsers?.length
days = d3Utils.createContiguousDays(90)
dailyData = []
monthlyData = []
dausmausData = []
colorIndex = 0
for entry in @activeUsers
dailyData.push
day: entry.day
value: entry.dailyCount / 1000
if entry.monthlyCount
monthlyData.push
day: entry.day
value: entry.monthlyCount / 1000
dausmausData.push
day: entry.day
value: Math.round(entry.dailyCount / entry.monthlyCount * 100)
dailyData.reverse()
monthlyData.reverse()
dausmausData.reverse()
dailyPoints = @createLineChartPoints(days, dailyData)
monthlyPoints = @createLineChartPoints(days, monthlyData)
dausmausPoints = @createLineChartPoints(days, dausmausData)
@activeUsersChartLines.push
points: dailyPoints
description: 'Daily active users (in thousands)'
lineColor: @lineColors[colorIndex++ % @lineColors.length]
strokeWidth: 1
min: 0
max: _.max(dailyPoints, 'y').y
showYScale: true
@activeUsersChartLines.push
points: monthlyPoints
description: 'Monthly active users (in thousands)'
lineColor: @lineColors[colorIndex++ % @lineColors.length]
strokeWidth: 1
min: 0
max: _.max(monthlyPoints, 'y').y
showYScale: true
@activeUsersChartLines.push
points: dausmausPoints
description: 'DAUs/MAUs %'
lineColor: @lineColors[colorIndex++ % @lineColors.length]
strokeWidth: 1
min: 0
max: _.max(dausmausPoints, 'y').y
showYScale: true
updateRevenueChartData: ->
@revenueChartLines = []
return unless @revenue?.length
days = d3Utils.createContiguousDays(90)
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
lines = []
colorIndex = 0
dailyMax = 0
for group, entries of groupDayMap
data = []
for day, count of entries
data.push
day: day
value: count / 100
data.reverse()
points = @createLineChartPoints(days, data)
@revenueChartLines.push
points: points
description: group.replace('DRR ', '')
lineColor: @lineColors[colorIndex++ % @lineColors.length]
strokeWidth: 1
min: 0
max: _.max(points, 'y').y
showYScale: group in ['Daily', 'Monthly']
dailyMax = _.max(points, 'y').y if group is 'Daily'
for line in @revenueChartLines when line.description isnt 'Monthly'
line.max = dailyMax