Add active classes to admin analytics page

https://app.asana.com/0/54276215890539/59638739614287
This commit is contained in:
Matt Lott 2015-11-06 14:11:36 -08:00
parent ad240152c6
commit 7861faaf93
5 changed files with 265 additions and 3 deletions
scripts/analytics/mongodb/queries

View file

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