mirror of
https://github.com/codeninjasllc/codecombat.git
synced 2024-12-11 00:02:19 -05:00
759 lines
28 KiB
JavaScript
759 lines
28 KiB
JavaScript
// Insert per-day analytics into analytics.perdays collection
|
|
|
|
// Usage:
|
|
// mongo <address>:<port>/<database> <script file> -u <username> -p <password>
|
|
|
|
// Completion rates (funnels) are calculated like Mixpanel
|
|
// For a given date range, start count is the number of first steps (e.g. started a level)
|
|
// Finish count for the same start date is how many unique users finished the remaining steps in the following ~30 days
|
|
// https://mixpanel.com/help/questions/articles/how-are-funnels-calculated
|
|
|
|
// Drop count: last started or finished level event for a given unique user
|
|
|
|
// TODO: Convert this to a node script so it can use proper libraries (e.g. slugify)
|
|
|
|
try {
|
|
logDB = new Mongo("localhost").getDB("analytics")
|
|
var scriptStartTime = new Date();
|
|
var analyticsStringCache = {};
|
|
|
|
var numDays = 40;
|
|
var daysInMonth = 30;
|
|
|
|
var startDay = new Date();
|
|
today = startDay.toISOString().substr(0, 10);
|
|
startDay.setUTCDate(startDay.getUTCDate() - numDays);
|
|
startDay = startDay.toISOString().substr(0, 10);
|
|
|
|
var levelCompletionFunnel = ['Started Level', 'Saw Victory'];
|
|
var levelHelpEvents = ['Problem alert help clicked', 'Spell palette help clicked', 'Start help video'];
|
|
var activeUserEvents = ['Finished Signup', 'Started Level'];
|
|
|
|
log("Today is " + today);
|
|
log("Start day is " + startDay);
|
|
log("Funnel events are " + levelCompletionFunnel);
|
|
|
|
log("Getting level completion data...");
|
|
var levelCompletionData = getLevelFunnelData(startDay, levelCompletionFunnel);
|
|
log("Inserting aggregated level completion data...");
|
|
for (level in levelCompletionData) {
|
|
for (day in levelCompletionData[level]) {
|
|
if (today === day) continue; // Never save data for today because it's incomplete
|
|
for (event in levelCompletionData[level][day]) {
|
|
insertLevelEventCount(event, level, day, levelCompletionData[level][day][event]);
|
|
}
|
|
}
|
|
}
|
|
|
|
log("Getting level drop counts...");
|
|
var levelDropCounts = getLevelDropCounts(startDay, levelCompletionFunnel);
|
|
log("Inserting level drop counts...");
|
|
for (level in levelDropCounts) {
|
|
for (day in levelDropCounts[level]) {
|
|
if (today === day) continue; // Never save data for today because it's incomplete
|
|
insertLevelEventCount('User Dropped', level, day, levelDropCounts[level][day]);
|
|
}
|
|
}
|
|
|
|
log("Getting level help counts...");
|
|
var levelHelpCounts = getLevelHelpCounts(startDay, levelHelpEvents);
|
|
log("Inserting level help counts...");
|
|
for (level in levelHelpCounts) {
|
|
for (day in levelHelpCounts[level]) {
|
|
if (today === day) continue; // Never save data for today because it's incomplete
|
|
for (event in levelHelpCounts[level][day]) {
|
|
insertLevelEventCount(event, level, day, levelHelpCounts[level][day][event]);
|
|
}
|
|
}
|
|
}
|
|
|
|
log("Getting level subscription counts...");
|
|
var levelSubscriptionCounts = getLevelSubscriptionCounts(startDay);
|
|
log("Inserting level subscription counts...");
|
|
for (level in levelSubscriptionCounts) {
|
|
for (day in levelSubscriptionCounts[level]) {
|
|
if (today === day) continue; // Never save data for today because it's incomplete
|
|
for (event in levelSubscriptionCounts[level][day]) {
|
|
insertLevelEventCount(event, level, day, levelSubscriptionCounts[level][day][event]);
|
|
}
|
|
}
|
|
}
|
|
|
|
log("Getting active user counts...");
|
|
var activeUserCounts = getActiveUserCounts(startDay, activeUserEvents);
|
|
// printjson(activeUserCounts);
|
|
log("Inserting active user counts...");
|
|
for (day in activeUserCounts) {
|
|
if (today === day) continue; // Never save data for today because it's incomplete
|
|
for (event in activeUserCounts[day]) {
|
|
insertEventCount(event, day, activeUserCounts[day][event]);
|
|
}
|
|
}
|
|
|
|
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("Getting recurring revenue counts...");
|
|
var recurringRevenueCounts = getRecurringRevenueCounts(startDay);
|
|
// printjson(recurringRevenueCounts);
|
|
log("Inserting recurring revenue counts...");
|
|
for (var event in recurringRevenueCounts) {
|
|
for (var day in recurringRevenueCounts[event]) {
|
|
if (today === day) continue; // Never save data for today because it's incomplete
|
|
insertEventCount(event, day, recurringRevenueCounts[event][day]);
|
|
}
|
|
}
|
|
|
|
log("Script runtime: " + (new Date() - scriptStartTime));
|
|
}
|
|
catch(err) {
|
|
log("ERROR: " + err);
|
|
printjson(err);
|
|
}
|
|
|
|
|
|
// *** Helper functions ***
|
|
|
|
function slugify(text)
|
|
// https://gist.github.com/mathewbyrne/1280286
|
|
{
|
|
return text.toString().toLowerCase()
|
|
.replace(/\s+/g, '-') // Replace spaces with -
|
|
.replace(/[^\w\-]+/g, '') // Remove all non-word chars
|
|
.replace(/\-\-+/g, '-') // Replace multiple - with single -
|
|
.replace(/^-+/, '') // Trim - from start of text
|
|
.replace(/-+$/, ''); // Trim - from end of text
|
|
}
|
|
|
|
function log(str) {
|
|
print(new Date().toISOString() + " " + str);
|
|
}
|
|
|
|
function objectIdWithTimestamp(timestamp) {
|
|
// Convert string date to Date object (otherwise assume timestamp is a date)
|
|
if (typeof(timestamp) == 'string') timestamp = new Date(timestamp);
|
|
// Convert date object to hex seconds since Unix epoch
|
|
var hexSeconds = Math.floor(timestamp/1000).toString(16);
|
|
// Create an ObjectId with that hex timestamp
|
|
var constructedObjectId = ObjectId(hexSeconds + "0000000000000000");
|
|
return constructedObjectId
|
|
}
|
|
|
|
function getAnalyticsString(str) {
|
|
if (analyticsStringCache[str]) return analyticsStringCache[str];
|
|
|
|
// Find existing string
|
|
var doc = db['analytics.strings'].findOne({v: str});
|
|
if (doc) {
|
|
analyticsStringCache[str] = doc._id;
|
|
return analyticsStringCache[str];
|
|
}
|
|
|
|
// Insert string
|
|
// http://docs.mongodb.org/manual/tutorial/create-an-auto-incrementing-field/#auto-increment-optimistic-loop
|
|
doc = {v: str};
|
|
while (true) {
|
|
var cursor = db['analytics.strings'].find({}, {_id: 1}).sort({_id: -1}).limit(1);
|
|
var seq = cursor.hasNext() ? cursor.next()._id + 1 : 1;
|
|
doc._id = seq;
|
|
var results = db['analytics.strings'].insert(doc);
|
|
if (results.hasWriteError()) {
|
|
if ( results.writeError.code == 11000 /* dup key */ ) continue;
|
|
else throw new Error("ERROR: Unexpected error inserting data: " + tojson(results));
|
|
}
|
|
break;
|
|
}
|
|
|
|
// Find new string entry
|
|
doc = db['analytics.strings'].findOne({v: str});
|
|
if (doc) {
|
|
analyticsStringCache[str] = doc._id;
|
|
return analyticsStringCache[str];
|
|
}
|
|
throw new Error("ERROR: Did not find analytics.strings insert for: " + str);
|
|
}
|
|
|
|
function getLevelFunnelData(startDay, eventFunnel) {
|
|
if (!startDay || !eventFunnel || eventFunnel.length === 0) return {};
|
|
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var queryParams = {$and: [{_id: {$gte: startObj}},{"event": {$in: eventFunnel}}]};
|
|
var cursor = logDB['log'].find(queryParams);
|
|
|
|
// Map ordering: level, user, event, day
|
|
var userDataMap = {};
|
|
while (cursor.hasNext()) {
|
|
var doc = cursor.next();
|
|
var created = doc._id.getTimestamp().toISOString();
|
|
var day = created.substring(0, 10);
|
|
var event = doc.event;
|
|
var properties = doc.properties;
|
|
var user = doc.user;
|
|
var level;
|
|
|
|
// TODO: Switch to properties.levelID for 'Saw Victory'
|
|
if (event === 'Saw Victory' && properties.level) level = slugify(properties.level);
|
|
else if (properties.levelID) level = properties.levelID
|
|
else continue
|
|
|
|
if (!userDataMap[level]) userDataMap[level] = {};
|
|
if (!userDataMap[level][user]) userDataMap[level][user] = {};
|
|
if (!userDataMap[level][user][event] || userDataMap[level][user][event].localeCompare(day) > 0) {
|
|
// if (userDataMap[level][user][event]) log("Found earlier date " + level + " " + event + " " + user + " " + userDataMap[level][user][event] + " " + day);
|
|
userDataMap[level][user][event] = day;
|
|
}
|
|
}
|
|
|
|
// Data: level, day, event
|
|
var levelFunnelData = {};
|
|
for (level in userDataMap) {
|
|
for (user in userDataMap[level]) {
|
|
|
|
// Find first event date
|
|
var funnelStartDay = null;
|
|
for (event in userDataMap[level][user]) {
|
|
var day = userDataMap[level][user][event];
|
|
if (!levelFunnelData[level]) levelFunnelData[level] = {};
|
|
if (!levelFunnelData[level][day]) levelFunnelData[level][day] = {};
|
|
if (!levelFunnelData[level][day][event]) levelFunnelData[level][day][event] = 0;
|
|
if (eventFunnel[0] === event) {
|
|
// First event gets attributed to current date
|
|
levelFunnelData[level][day][event]++;
|
|
funnelStartDay = day;
|
|
break;
|
|
}
|
|
}
|
|
|
|
if (funnelStartDay) {
|
|
// Add remaining funnel steps/events to first step's date
|
|
for (event in userDataMap[level][user]) {
|
|
if (!levelFunnelData[level][funnelStartDay][event]) levelFunnelData[level][funnelStartDay][event] = 0;
|
|
if (eventFunnel[0] != event) levelFunnelData[level][funnelStartDay][event]++;
|
|
}
|
|
// Zero remaining funnel events
|
|
for (var i = 1; i < eventFunnel.length; i++) {
|
|
var event = eventFunnel[i];
|
|
if (!levelFunnelData[level][funnelStartDay][event]) levelFunnelData[level][funnelStartDay][event] = 0;
|
|
}
|
|
}
|
|
// Else no start event in this date range
|
|
}
|
|
}
|
|
return levelFunnelData;
|
|
}
|
|
|
|
function getLevelDropCounts(startDay, events) {
|
|
// How many unique users did one of these events last?
|
|
// Return level/day breakdown
|
|
|
|
if (!startDay || !events || events.length === 0) return {};
|
|
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var queryParams = {$and: [{_id: {$gte: startObj}},{"event": {$in: events}}]};
|
|
var cursor = logDB['log'].find(queryParams);
|
|
|
|
var userProgression = {};
|
|
while (cursor.hasNext()) {
|
|
var doc = cursor.next();
|
|
var created = doc._id.getTimestamp().toISOString();
|
|
var event = doc.event;
|
|
var properties = doc.properties;
|
|
var user = doc.user;
|
|
var level;
|
|
|
|
// TODO: Switch to properties.levelID for 'Saw Victory'
|
|
if (event === 'Saw Victory' && properties.level) level = slugify(properties.level);
|
|
else if (properties.levelID) level = properties.levelID
|
|
else continue
|
|
|
|
if (!userProgression[user]) userProgression[user] = [];
|
|
userProgression[user].push({
|
|
created: created,
|
|
event: event,
|
|
level: level
|
|
});
|
|
}
|
|
|
|
var levelDropCounts = {};
|
|
for (user in userProgression) {
|
|
userProgression[user].sort(function (a,b) {return a.created < b.created ? -1 : 1});
|
|
var lastEvent = userProgression[user][userProgression[user].length - 1];
|
|
var level = lastEvent.level;
|
|
var day = lastEvent.created.substring(0, 10);
|
|
if (!levelDropCounts[level]) levelDropCounts[level] = {};
|
|
if (!levelDropCounts[level][day]) levelDropCounts[level][day] = 0
|
|
levelDropCounts[level][day]++;
|
|
}
|
|
return levelDropCounts;
|
|
}
|
|
|
|
function getLevelHelpCounts(startDay, events) {
|
|
if (!startDay || !events || events.length === 0) return {};
|
|
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var queryParams = {$and: [{_id: {$gte: startObj}},{"event": {$in: events}}]};
|
|
var cursor = logDB['log'].find(queryParams);
|
|
|
|
// Map ordering: level, user, event, day
|
|
var userDataMap = {};
|
|
while (cursor.hasNext()) {
|
|
var doc = cursor.next();
|
|
var created = doc._id.getTimestamp().toISOString();
|
|
var day = created.substring(0, 10);
|
|
var event = doc.event;
|
|
var properties = doc.properties;
|
|
var user = doc.user;
|
|
var level;
|
|
|
|
if (properties.level) level = properties.level;
|
|
else if (properties.levelID) level = properties.levelID
|
|
else continue
|
|
|
|
if (!userDataMap[level]) userDataMap[level] = {};
|
|
if (!userDataMap[level][user]) userDataMap[level][user] = {};
|
|
if (!userDataMap[level][user][event] || userDataMap[level][user][event].localeCompare(day) > 0) {
|
|
// if (userDataMap[level][user][event]) log("Found earlier date " + level + " " + event + " " + user + " " + userDataMap[level][user][event] + " " + day);
|
|
userDataMap[level][user][event] = day;
|
|
}
|
|
}
|
|
|
|
// Data: level, day, event
|
|
var levelEventData = {};
|
|
for (level in userDataMap) {
|
|
for (user in userDataMap[level]) {
|
|
for (event in userDataMap[level][user]) {
|
|
var day = userDataMap[level][user][event];
|
|
if (!levelEventData[level]) levelEventData[level] = {};
|
|
if (!levelEventData[level][day]) levelEventData[level][day] = {};
|
|
if (!levelEventData[level][day][event]) levelEventData[level][day][event] = 0;
|
|
levelEventData[level][day][event]++;
|
|
}
|
|
}
|
|
}
|
|
return levelEventData;
|
|
}
|
|
|
|
function getLevelSubscriptionCounts(startDay) {
|
|
// Counts subscriptions shown per day, only for events that have levels
|
|
// Subscription purchased event counts are attributed to last shown subscription modal event's day and level
|
|
if (!startDay) return {};
|
|
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var queryParams = {$and: [
|
|
{_id: {$gte: startObj}},
|
|
{$or: [
|
|
{$and: [{'event': 'Show subscription modal'}, {'properties.level': {$exists: true}}]},
|
|
{'event': 'Finished subscription purchase'}]
|
|
}
|
|
]};
|
|
var cursor = logDB['log'].find(queryParams);
|
|
|
|
// Map ordering: user, event, level, day
|
|
// Map ordering: user, event, day
|
|
var userDataMap = {};
|
|
while (cursor.hasNext()) {
|
|
var doc = cursor.next();
|
|
var created = doc._id.getTimestamp().toISOString();
|
|
var day = created.substring(0, 10);
|
|
var event = doc.event;
|
|
var user = doc.user;
|
|
|
|
if (!userDataMap[user]) userDataMap[user] = {};
|
|
|
|
if (event === 'Show subscription modal') {
|
|
var level = doc.properties.level;
|
|
|
|
// TODO: This is for legacy data.
|
|
// TODO: Event tracking updated to use level slug for loading level view on ~1/21/15
|
|
level = slugify(level);
|
|
|
|
if (!userDataMap[user][event]) userDataMap[user][event] = {};
|
|
if (!userDataMap[user][event][level] || userDataMap[user][event][level].localeCompare(day) > 0) {
|
|
userDataMap[user][event][level] = day;
|
|
}
|
|
}
|
|
else if (event === 'Finished subscription purchase') {
|
|
if (!userDataMap[user][event] || userDataMap[user][event].localeCompare(day) > 0) {
|
|
userDataMap[user][event] = day;
|
|
}
|
|
} else {
|
|
continue;
|
|
}
|
|
}
|
|
|
|
// Data: level, day, event
|
|
var levelFunnelData = {};
|
|
for (user in userDataMap) {
|
|
if (userDataMap[user]['Show subscription modal']) {
|
|
var lastDay = null;
|
|
var lastLevel = null;
|
|
for (level in userDataMap[user]['Show subscription modal']) {
|
|
var day = userDataMap[user]['Show subscription modal'][level];
|
|
if (!lastDay || lastDay.localeCompare(day) > 0) {
|
|
lastDay = day;
|
|
lastLevel = level;
|
|
}
|
|
if (!levelFunnelData[level]) levelFunnelData[level] = {};
|
|
if (!levelFunnelData[level][day]) levelFunnelData[level][day] = {};
|
|
if (!levelFunnelData[level][day][event]) levelFunnelData[level][day]['Show subscription modal'] = 0;
|
|
levelFunnelData[level][day]['Show subscription modal']++;
|
|
}
|
|
if (lastDay && userDataMap[user]['Finished subscription purchase']) {
|
|
if (!levelFunnelData[lastLevel][lastDay]['Finished subscription purchase']) {
|
|
levelFunnelData[lastLevel][lastDay]['Finished subscription purchase'] = 0;
|
|
}
|
|
levelFunnelData[lastLevel][lastDay]['Finished subscription purchase']++;
|
|
}
|
|
}
|
|
}
|
|
return levelFunnelData;
|
|
}
|
|
|
|
function getActiveUserCounts(startDay, activeUserEvents) {
|
|
// Counts active users per day
|
|
if (!startDay) return {};
|
|
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var queryParams = {$and: [
|
|
{_id: {$gte: startObj}},
|
|
{'event': {$in: activeUserEvents}}
|
|
]};
|
|
var cursor = logDB['log'].find(queryParams);
|
|
|
|
var dayUserMap = {};
|
|
while (cursor.hasNext()) {
|
|
var doc = cursor.next();
|
|
var created = doc._id.getTimestamp().toISOString();
|
|
var day = created.substring(0, 10);
|
|
var user = doc.user;
|
|
|
|
if (!dayUserMap[day]) dayUserMap[day] = {};
|
|
dayUserMap[day][user] = true;
|
|
}
|
|
// printjson(dayUserMap['2015-11-01']);
|
|
|
|
var activeUsersCounts = {};
|
|
var monthlyActives = [];
|
|
for (day in dayUserMap) {
|
|
activeUsersCounts[day] = {'Daily Active Users': Object.keys(dayUserMap[day]).length};
|
|
monthlyActives.push({day: day, users: dayUserMap[day]});
|
|
}
|
|
|
|
monthlyActives.sort(function (a, b) {return a.day.localeCompare(b.day);});
|
|
|
|
// Calculate monthly actives for each day, starting when we have enough data
|
|
for (var i = daysInMonth - 1; i < monthlyActives.length; i++) {
|
|
var monthUserMap = {};
|
|
for (var j = i - daysInMonth + 1; j <= i; j++) {
|
|
for (var user in monthlyActives[j].users) {
|
|
monthUserMap[user] = true;
|
|
}
|
|
}
|
|
activeUsersCounts[monthlyActives[i].day]['Monthly Active Users'] = Object.keys(monthUserMap).length;
|
|
}
|
|
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 getRecurringRevenueCounts(startDay) {
|
|
if (!startDay) return {};
|
|
|
|
var dailyRevenueCounts = {};
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var cursor = db.payments.find({_id: {$gte: startObj}});
|
|
while (cursor.hasNext()) {
|
|
var doc = cursor.next();
|
|
var day;
|
|
if (doc.created) {
|
|
day = doc.created.substring(0, 10);
|
|
}
|
|
else {
|
|
day = doc._id.getTimestamp().toISOString().substring(0, 10);
|
|
}
|
|
|
|
if (doc.service === 'ios' || doc.service === 'bitcoin') continue;
|
|
|
|
if (doc.productID && doc.productID.indexOf('gems_') === 0) {
|
|
if (!dailyRevenueCounts['DRR gems']) dailyRevenueCounts['DRR gems'] = {};
|
|
if (!dailyRevenueCounts['DRR gems'][day]) dailyRevenueCounts['DRR gems'][day] = 0;
|
|
dailyRevenueCounts['DRR gems'][day] += doc.amount
|
|
}
|
|
else if (doc.productID === 'custom' || doc.service === 'external' || doc.service === 'invoice') {
|
|
if (!dailyRevenueCounts['DRR school sales']) dailyRevenueCounts['DRR school sales'] = {};
|
|
if (!dailyRevenueCounts['DRR school sales'][day]) dailyRevenueCounts['DRR school sales'][day] = 0;
|
|
dailyRevenueCounts['DRR school sales'][day] += doc.amount
|
|
}
|
|
else if (doc.service === 'stripe' && doc.gems === 42000) {
|
|
if (!dailyRevenueCounts['DRR yearly subs']) dailyRevenueCounts['DRR yearly subs'] = {};
|
|
if (!dailyRevenueCounts['DRR yearly subs'][day]) dailyRevenueCounts['DRR yearly subs'][day] = 0;
|
|
dailyRevenueCounts['DRR yearly subs'][day] += doc.amount
|
|
}
|
|
else if (doc.service === 'stripe') {
|
|
// Catches prepaids, and assumes all are type terminal_subscription
|
|
if (!dailyRevenueCounts['DRR monthly subs']) dailyRevenueCounts['DRR monthly subs'] = {};
|
|
if (!dailyRevenueCounts['DRR monthly subs'][day]) dailyRevenueCounts['DRR monthly subs'][day] = 0;
|
|
dailyRevenueCounts['DRR monthly subs'][day] += doc.amount
|
|
}
|
|
else if (doc.service === 'paypal') {
|
|
if (!dailyRevenueCounts['DRR monthly subs']) dailyRevenueCounts['DRR monthly subs'] = {};
|
|
if (!dailyRevenueCounts['DRR monthly subs'][day]) dailyRevenueCounts['DRR monthly subs'][day] = 0;
|
|
dailyRevenueCounts['DRR monthly subs'][day] += doc.amount
|
|
}
|
|
// else {
|
|
// // printjson(doc);
|
|
// // print(doc.service, doc.amount, doc.description, JSON.stringify(doc.stripe));
|
|
// }
|
|
}
|
|
|
|
return dailyRevenueCounts;
|
|
}
|
|
|
|
function insertEventCount(event, day, count) {
|
|
// analytics.perdays schema in server/analytics/AnalyticsPeryDay.coffee
|
|
day = day.replace(/-/g, '');
|
|
|
|
var eventID = getAnalyticsString(event);
|
|
var filterID = getAnalyticsString('all');
|
|
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var queryParams = {$and: [{d: day}, {e: eventID}, {f: filterID}]};
|
|
var doc = db['analytics.perdays'].findOne(queryParams);
|
|
if (doc && doc.c === count) return;
|
|
|
|
if (doc && doc.c !== count) {
|
|
// Update existing count, assume new one is more accurate
|
|
// log("Updating count in db for " + day + " " + event + " " + doc.c + " => " + count);
|
|
var results = db['analytics.perdays'].update(queryParams, {$set: {c: count}});
|
|
if (results.nMatched !== 1 && results.nModified !== 1) {
|
|
log("ERROR: update event count failed");
|
|
printjson(results);
|
|
}
|
|
}
|
|
else {
|
|
var insertDoc = {d: day, e: eventID, f: filterID, c: count};
|
|
var results = db['analytics.perdays'].insert(insertDoc);
|
|
if (results.nInserted !== 1) {
|
|
log("ERROR: insert event failed");
|
|
printjson(results);
|
|
printjson(insertDoc);
|
|
}
|
|
// else {
|
|
// log("Added " + day + " " + event + " " + count);
|
|
// }
|
|
}
|
|
}
|
|
|
|
function insertLevelEventCount(event, level, day, count) {
|
|
// analytics.perdays schema in server/analytics/AnalyticsPeryDay.coffee
|
|
day = day.replace(/-/g, '');
|
|
|
|
var eventID = getAnalyticsString(event);
|
|
var levelID = getAnalyticsString(level);
|
|
var filterID = getAnalyticsString('all');
|
|
|
|
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
|
|
var queryParams = {$and: [{d: day}, {e: eventID}, {l: levelID}, {f: filterID}]};
|
|
var doc = db['analytics.perdays'].findOne(queryParams);
|
|
if (doc && doc.c === count) return;
|
|
|
|
if (doc && doc.c !== count) {
|
|
// Update existing count, assume new one is more accurate
|
|
// log("Updating count in db for " + day + " " + event + " " + level + " " + doc.c + " => " + count);
|
|
var results = db['analytics.perdays'].update(queryParams, {$set: {c: count}});
|
|
if (results.nMatched !== 1 && results.nModified !== 1) {
|
|
log("ERROR: update event count failed");
|
|
printjson(results);
|
|
}
|
|
}
|
|
else {
|
|
var insertDoc = {d: day, e: eventID, l: levelID, f: filterID, c: count};
|
|
var results = db['analytics.perdays'].insert(insertDoc);
|
|
if (results.nInserted !== 1) {
|
|
log("ERROR: insert event failed");
|
|
printjson(results);
|
|
printjson(insertDoc);
|
|
}
|
|
// else {
|
|
// log("Added " + day + " " + event + " " + count + " " + level);
|
|
// }
|
|
}
|
|
}
|