Add active classes to admin analytics page
https://app.asana.com/0/54276215890539/59638739614287
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ad240152c6
commit
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5 changed files with 265 additions and 3 deletions
scripts/analytics/mongodb/queries
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@ -90,6 +90,17 @@ try {
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}
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}
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log("Getting active class counts...");
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var activeClassCounts = getActiveClassCounts(startDay);
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// printjson(activeClassCounts);
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log("Inserting active class counts...");
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for (var event in activeClassCounts) {
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for (var day in activeClassCounts[event]) {
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if (today === day) continue; // Never save data for today because it's incomplete
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insertEventCount(event, day, activeClassCounts[event][day]);
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}
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}
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log("Script runtime: " + (new Date() - scriptStartTime));
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}
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catch(err) {
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@ -440,6 +451,178 @@ function getActiveUserCounts(startDay, activeUserEvents) {
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return activeUsersCounts;
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}
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function getActiveClassCounts(startDay) {
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// Tally active classes per day
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// TODO: does not handle class membership changes
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if (!startDay) return {};
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var minGroupSize = 12;
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var classes = {
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'Active classes private clan': [],
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'Active classes managed subscription': [],
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'Active classes bulk subscription': [],
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'Active classes prepaid': [],
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'Active classes course': [],
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};
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var userPlayedMap = {};
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// Private clans
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// TODO: does not handle clan membership changes over time
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var cursor = db.clans.find({$and: [{type: 'private'}, {$where: 'this.members.length >= ' + minGroupSize}]});
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while (cursor.hasNext()) {
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var doc = cursor.next();
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var members = doc.members.map(function(a) {
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userPlayedMap[a.valueOf()] = [];
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return a.valueOf();
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});
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classes['Active classes private clan'].push({
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owner: doc.ownerID.valueOf(),
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members: members,
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activeDayMap: {}
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});
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}
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// Managed subscriptions
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// TODO: does not handle former recipients playing after sponsorship ends
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var bulkSubGroups = {};
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cursor = db.payments.find({$and: [{service: 'stripe'}, {$where: '!this.purchaser.equals(this.recipient)'}]});
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while (cursor.hasNext()) {
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var doc = cursor.next();
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var purchaser = doc.purchaser.valueOf();
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if (!bulkSubGroups[purchaser]) bulkSubGroups[purchaser] = {};
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bulkSubGroups[purchaser][doc.recipient.valueOf()] = true;
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}
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for (var purchaser in bulkSubGroups) {
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if (Object.keys(bulkSubGroups[purchaser]).length >= minGroupSize) {
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for (var member in bulkSubGroups[purchaser]) {
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userPlayedMap[member] = [];
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}
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classes['Active classes managed subscription'].push({
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owner: purchaser,
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members: Object.keys(bulkSubGroups[purchaser]),
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activeDayMap: {}
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});
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}
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}
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// Bulk subscriptions
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bulkSubGroups = {};
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cursor = db.payments.find({$and: [{service: 'external'}, {$where: '!this.purchaser.equals(this.recipient)'}]});
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while (cursor.hasNext()) {
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var doc = cursor.next();
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var purchaser = doc.purchaser.valueOf();
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if (!bulkSubGroups[purchaser]) bulkSubGroups[purchaser] = {};
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bulkSubGroups[purchaser][doc.recipient.valueOf()] = true;
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}
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for (var purchaser in bulkSubGroups) {
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if (Object.keys(bulkSubGroups[purchaser]).length >= minGroupSize) {
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for (var member in bulkSubGroups[purchaser]) {
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userPlayedMap[member] = [];
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}
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classes['Active classes bulk subscription'].push({
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owner: purchaser,
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members: Object.keys(bulkSubGroups[purchaser]),
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activeDayMap: {}
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});
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}
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}
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// Prepaids terminal_subscription & course
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bulkSubGroups = {};
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cursor = db.prepaids.find(
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{$and: [{type: {$in: ['terminal_subscription', 'course']}}, {$where: 'this.redeemers && this.redeemers.length >= ' + minGroupSize}]},
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{creator: 1, type: 1, redeemers: 1}
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);
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while (cursor.hasNext()) {
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var doc = cursor.next();
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var owner = doc.creator.valueOf();
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var members = [];
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for (var i = 0 ; i < doc.redeemers.length; i++) {
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userPlayedMap[doc.redeemers[i].userID.valueOf()] = [];
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members.push(doc.redeemers[i].userID.valueOf());
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}
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var event = doc.type == 'terminal_subscription' ? 'Active classes prepaid' : 'Active classes course';
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classes[event].push({
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owner: owner,
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members: members,
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activeDayMap: {}
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});
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}
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// printjson(classes);
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// TODO: classrooms
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// Find all the started level events for our class members, for startDay - daysInMonth
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var startDate = ISODate(startDay + "T00:00:00.000Z");
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startDate.setUTCDate(startDate.getUTCDate() - daysInMonth);
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var endDate = ISODate(startDay + "T00:00:00.000Z");
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var todayDate = new Date(new Date().toISOString().substring(0, 10));
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var startObj = objectIdWithTimestamp(startDate);
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var queryParams = {$and: [
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{_id: {$gte: startObj}},
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{event: 'Started Level'},
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{user: {$in: Object.keys(userPlayedMap)}}
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]};
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cursor = logDB['log'].find(queryParams, {user: 1});
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// cursor = db['level.sessions'].find({$and: [{creator: {$in: Object.keys(userPlayedMap)}}, {changed: {$gte: startDate}}]}, {creator: 1, changed: 1});
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while (cursor.hasNext()) {
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var doc = cursor.next();
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userPlayedMap[doc.user].push(doc._id.getTimestamp());
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}
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// printjson(userPlayedMap);
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// print(startDate, endDate, todayDate);
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// Now we have a set of classes, and when users played
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// For a given day, walk classes and find out how many members were active during the previous daysInMonth
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while (endDate < todayDate) {
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var endDay = endDate.toISOString().substring(0, 10);
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// For each class
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for (var event in classes) {
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for (var i = 0; i < classes[event].length; i++) {
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// For each member of current class
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var activeMemberCount = 0;
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for (var j = 0; j < classes[event][i].members.length; j++) {
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var member = classes[event][i].members[j];
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// Was member active during current timeframe?
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if (userPlayedMap[member]) {
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for (var k = 0; k < userPlayedMap[member].length; k++) {
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if (userPlayedMap[member][k] > startDate && userPlayedMap[member][k] <= endDate) {
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activeMemberCount++;
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break;
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}
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}
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}
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}
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// Classes active for a given day if has minGroupSize members, and at least 1/2 played in last daysInMonth days
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if (activeMemberCount >= Math.round(classes[event][i].members.length / 2)) {
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classes[event][i].activeDayMap[endDay] = true;
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}
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}
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}
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startDate.setUTCDate(startDate.getUTCDate() + 1);
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endDate.setUTCDate(endDate.getUTCDate() + 1);
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}
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var activeClassCounts = {};
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for (var event in classes) {
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if (!activeClassCounts[event]) activeClassCounts[event] = {};
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for (var i = 0; i < classes[event].length; i++) {
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for (var endDay in classes[event][i].activeDayMap) {
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if (!activeClassCounts[event][endDay]) activeClassCounts[event][endDay] = 0;
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activeClassCounts[event][endDay]++;
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}
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}
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}
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return activeClassCounts;
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}
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function insertEventCount(event, day, count) {
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// analytics.perdays schema in server/analytics/AnalyticsPeryDay.coffee
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day = day.replace(/-/g, '');
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