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https://github.com/codeninjasllc/codecombat.git
synced 2024-11-27 17:45:40 -05:00
Add Standard Deviation calculations and student rating
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2 changed files with 169 additions and 56 deletions
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@ -12,17 +12,14 @@ block content
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+breadcrumbs
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if !me.isAnonymous() && me.isTeacher()
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- var isOwner = view.classroom ? view.classroom.get('ownerID') === me.id : false;
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// - var validStudent = ...
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// load all students in this class
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// check if this student is in the class
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if isOwner
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// also check if validStudent
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h3(class="m-t-2")
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span(data-i18n="teacher.student_profile")
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span.spr :
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span= view.user.get('name')
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// this user object doesn't have an email property
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.classroom-info-row.container-fluid.row
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.overview.col-md-4
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h4(class="student-details" data-i18n="teacher.student_overview")
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if (view.user.get('email'))
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div(class="small-details")
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@ -44,12 +41,15 @@ block content
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span(data-i18n="teacher.license_status")
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span.spr :
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strong(class= status === 'expired' ? 'text-danger' : '')= view.studentStatusString()
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//-
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//- svg#visualisation(width="1000", height="520")
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//-
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div.playtime-charts
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// i18n needed
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.performance.col-md-8
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h4.student-details
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span Recommendation
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div.small-details
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span Performance:
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.playtime-charts
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h4(data-i18n="teacher.playtime_detail")
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.graphsSelector
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@ -64,6 +64,7 @@ block content
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- var instance = view.courseInstances.findWhere({ courseID: course.id, classroomID: view.classroom.id })
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- if ((instance && instance.hasMember(view.user)))
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option(value=course.id)=course.get('name')
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div.legend
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svg(width=15, height=15, style="margin: 0 5px 0 0")
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rect(width=15, height=15,fill="rgb(32, 87, 43)")
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@ -82,6 +83,10 @@ block content
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- var course = _.find(view.courses.models, function(c) {return c.id === versionedCourse._id;});
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if !course
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- continue;
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//- - var rate = _.find(view.courseComparisonMap, function(c) {return c.id === versionedCourse._id;});
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//- - console.log (rate);
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//- - console.log (rate.rate);
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//- span= _.find(view.courseComparisonMap)
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- var instance = view.courseInstances.findWhere({ courseID: course.id, classroomID: view.classroom.id })
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- if ((instance && instance.hasMember(view.user)))
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svg(id='visualisation-'+versionedCourse._id, width="1142", height="600")
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@ -9,12 +9,6 @@ User = require 'models/User'
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Users = require 'collections/Users'
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CourseInstances = require 'collections/CourseInstances'
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require 'vendor/d3'
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# Users = require 'collections/Users'
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# helper = require 'lib/coursesHelper'
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# popoverTemplate = require 'templates/courses/classroom-level-popover'
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# Prepaids = require 'collections/Prepaids'
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# utils = require 'core/utils'
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# CocoCollection = require 'collections/CocoCollection'
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@ -37,24 +31,13 @@ module.exports = class TeacherStudentView extends RootView
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@supermodel.trackRequest(@classroom.fetch())
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@courses = new Courses()
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# @courses.comparator = '_id'
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# @courseInstances = new CocoCollection([], { url: "/db/course_instance", model: CourseInstance})
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# @courseInstances.comparator = 'courseID'
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# @supermodel.loadCollection(@courseInstances, { data: { classroomID: classroomID } })
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# @listenToOnce @courses, 'sync', @onCourseInstancesSync
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@supermodel.trackRequest(@courses.fetch({data: { project: 'name' }}))
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@courseInstances = new CourseInstances()
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@supermodel.trackRequest @courseInstances.fetchForClassroom(classroomID)
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@levels = new Levels()
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# @levels.fetchForClassroom(classroomID, {data: {project: 'name,original,practice,slug'}})
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# @levels.on 'add', (model) -> @_byId[model.get('original')] = model # so you can 'get' them
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@supermodel.trackRequest(@levels.fetchForClassroom(classroomID, {data: {project: 'name,original'}}))
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#
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# @user = new User({_id: studentID})
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# @supermodel.trackRequest(@user.fetch())
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@urls = require('core/urls')
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@ -69,6 +52,7 @@ module.exports = class TeacherStudentView extends RootView
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@updateLastPlayedString()
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@updateLevelProgressMap()
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@updateLevelDataMap()
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@calculateStandardDev()
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@render()
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super()
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@ -95,11 +79,122 @@ module.exports = class TeacherStudentView extends RootView
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$("[id|='visualisation']").hide()
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$(selected).show()
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calculateStandardDev: ->
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return unless @courses.loaded and @levels.loaded and @sessions?.loaded and @levelData
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@courseComparisonMap = []
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for versionedCourse in @classroom.get('courses') ? []
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course = _.find @courses.models, (c) => c.id is versionedCourse._id
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numbers = []
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studentRate = 0
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members = 0 #this is the COUNT for our standard deviation
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for member in @classroom.get('members')
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NUMBER = 0
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memberBit = 0
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for versionedLevel in versionedCourse.levels
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for session in @sessions.models
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if session.get('level').original == versionedLevel.original and session.get('creator') == member
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# TODO IMPORTANT: only add number if @studentID in levelProgressMap has complete or started for the corresponding level
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# in @levelData there's a levelProgress. If for this levelID, levelProgress = complete or started, go ahead.
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temp = _.findWhere(@levelData, {levelID: session.get('level').original})
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if temp.levelProgress == 'complete' or temp.levelProgress == 'started'
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NUMBER += session.get('playtime') or 0
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memberBit += 1
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if session.get('creator') is @studentID
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studentRate += session.get('playtime') or 0
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if memberBit > 0 then members += 1
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numbers.push NUMBER
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# add all numbers[]
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SUM = 0
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for num in numbers
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SUM += num
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# divide by members to get MEAN, remember MEAN is only an average of the members' performance on levels THIS student has done.
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MEAN = SUM/members
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# make new list diffSquared[]
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diffSquared = []
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# for each number in numbers[], subtract MEAN then SQUARE, put new number in diffSquared
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for num in numbers
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diffSquared.push ((num-MEAN)*(num-MEAN))
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# add all diffSquared[] then divide by COUNT to get VARIANCE
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diffSum = 0
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for num in diffSquared
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diffSum += num
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VARIANCE = (diffSum / members)
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# square root of VARIANCE is standardDev
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StandardDev = Math.sqrt(VARIANCE)
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perf = 0
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if studentRate > MEAN
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perf -=1
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if studentRate > (MEAN + StandardDev)
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perf -= 1
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if studentRate > (MEAN + (StandardDev*2))
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perf -=1
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else if studentRate < MEAN
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perf += 1
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if studentRate < (MEAN - StandardDev)
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perf +=1
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if studentRate < (MEAN - (StandardDev*2))
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perf +=1
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# perf 1 and -1 are within 1 std, perf 2 is AMAZING, perf -2 needs some help
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# can consider doing half of standard dev to capture more granularity
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@courseComparisonMap.push {
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courseID: course.get('_id')
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student: studentRate
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standardDev: StandardDev
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mean: MEAN
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performance: perf
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}
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console.log (@courseComparisonMap)
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# calculateStandardDev: ->
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# return unless @courses.loaded and @levels.loaded and @sessions?.loaded
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#
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# @courseComparisonMap = []
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# for versionedCourse in @classroom.get('courses') ? []
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# course = _.find @courses.models, (c) => c.id is versionedCourse._id
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# # @courseTotal = 0
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# @studentLevelsPlayed = 0 # count for standard deviation
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# for versionedLevel in versionedCourse.levels
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# @playTime = 0 # this should probably only count when the levels are completed
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# # @timesPlayed = 0
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# @studentTime = 0
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# # @levelProgress = 'not started'
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# for session in @sessions.models
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# if session.get('level').original == versionedLevel.original
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# # if @levelProgressMap[versionedLevel.original] == 'complete' # ideally, don't log sessions that aren't completed in the class
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# @playTime += session.get('playtime') or 0
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# # @timesPlayed += 1
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# if session.get('creator') is @studentID
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# @studentLevelsPlayed += 1
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# @studentTime = session.get('playtime') or 0 # this can be null, apparently.
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# # if @levelProgressMap[versionedLevel.original] == 'complete'
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# # @levelProgress = 'complete'
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# # else if @levelProgressMap[versionedLevel.original] == 'started'
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# # @levelProgress = 'started'
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# classAvg = if @timesPlayed and @timesPlayed > 0 then Math.round(@playTime / @timesPlayed) else 0 # only when someone other than the user has played
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# # console.log (@timesPlayed)
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# # @performance = if classAvg isnt 0 and @levelProgress isnt 'not started' then ((classAvg - @studentTime)/classAvg)*100 else 0
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# # @courseTotal += @performance
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#
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# @courseComparisonMap.push {
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# courseID: course.get('_id')
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# # rate: if @studentLevelsPlayed isnt 0 then (@courseTotal / @studentLevelsPlayed) else null
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# studentRate: null
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# standardDev: null
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# }
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# console.log (@courseComparisonMap)
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# hide() all the others
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drawBarGraph: ->
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return unless @courses.loaded and @levels.loaded and @sessions?.loaded and @levelData
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return unless @courses.loaded and @levels.loaded and @sessions?.loaded and @levelData and @courseComparisonMap
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WIDTH = 1142
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HEIGHT = 600
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@ -110,7 +205,6 @@ module.exports = class TeacherStudentView extends RootView
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left: 70
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}
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# console.log (@classroom)
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for versionedCourse in @classroom.get('courses') ? []
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# this does all of the courses, logic for whether student was assigned is in corresponding jade file
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@ -119,8 +213,13 @@ module.exports = class TeacherStudentView extends RootView
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for level in @levelData when level.courseID is versionedCourse._id
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courseLevelData.push level
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course = _.find @courses.models, (c) => c.id is versionedCourse._id
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# rate = null
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# for course in @courseComparisonMap when course.courseID is versionedCourse._id
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# if course.rate isnt null
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# rate = (course.rate).toFixed(2)
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# console.log (rate)
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course = _.find @courses.models, (c) => c.id is versionedCourse._id
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levels = @classroom.getLevels({courseID: course.id}).models
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@ -179,6 +278,15 @@ module.exports = class TeacherStudentView extends RootView
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.text("Levels in " + (course.get('name')))
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.style("text-anchor", "middle")
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# if rate isnt 0 and rate isnt null
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# if rate > 0 then rate = "+" + rate
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# labels.append("text")
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# .attr("x", WIDTH - 50)
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# .attr("y", HEIGHT - 10)
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# .text("Student Course Speed: " + rate + "%")
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# .style("text-anchor", "end")
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# .style("fill", (d) -> if rate > 0 then "green" else "red")
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onClassroomSync: ->
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# Now that we have the classroom from db, can request all level sessions for this classroom
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@ -305,7 +413,7 @@ module.exports = class TeacherStudentView extends RootView
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else if @levelProgressMap[versionedLevel.original] == 'started'
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@levelProgress = 'started'
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classAvg = if @timesPlayed and @timesPlayed > 0 then Math.round(@playTime / @timesPlayed) else 0 # only when someone other than the user has played
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console.log (@timesPlayed)
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# console.log (@timesPlayed)
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@levelData.push {
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levelID: versionedLevel.original
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levelIndex: @classroom.getLevelNumber(versionedLevel.original)
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