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Levels & Subs queries

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Matt Lott 2014-12-16 14:08:16 -08:00
commit 426424103a
2 changed files with 137 additions and 0 deletions
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69
scripts/analytics/mongodb/queries/LevelPlayedAfterSub.js Normal file
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// Find completed level counts immediately after subscription purchase
// Usage:
// mongo <address>:<port>/<database> <script file> -u <username> -p <password>
// Usage restricted to HoC Dates:
// mongo <address>:<port>/<database> -eval "var startDate='2014-12-08T00:00:00.000Z', endDate='2014-12-14T00:00:00.000Z';" <script file> -u <username> -p <password>
// TODO: This is nearly identical to LevelPlayedBeforeSub.js
var nextLevelPlayedCompleted = {};
var paymentsCursor;
if (typeof startDate !== "undefined" && startDate !== null && typeof endDate !== "undefined" && endDate !== null) {
print("Using dates " + startDate + " to " + endDate);
paymentsCursor = db.payments.find({
$and: [
{"created": { $gte: startDate}},
{"created": { $lt: endDate}},
{"stripe.subscriptionID" : { "$exists" : true }}
]
});
} else {
print("No date range specified.");
paymentsCursor = db.payments.find({"stripe.subscriptionID" : { "$exists" : true }});
}
while (paymentsCursor.hasNext()) {
var doc = paymentsCursor.next();
var ID = doc._id;
var purchaseDate = doc.created;
// Find next level session completed
var levelSessionCursor = db['level.sessions'].find({
$and: [{"state.complete" : true}, {creator : doc.purchaser.valueOf()}, {created: {$gt: ISODate(purchaseDate)}}]
}).sort({created: 1});
if (levelSessionCursor.hasNext()) {
var nextLevelSession = levelSessionCursor.next();
// Find last level completed
var levelCursor = db.levels.find({"original" : ObjectId(nextLevelSession.level.original), "version.isLatestMajor": true, "version.isLatestMinor": true})
if (levelCursor.hasNext()) {
var nextLevel = levelCursor.next();
if (!nextLevelPlayedCompleted[nextLevel.name])
nextLevelPlayedCompleted[nextLevel.name] = 0;
nextLevelPlayedCompleted[nextLevel.name]++;
}
else {
if (!nextLevelPlayedCompleted['unknown'])
nextLevelPlayedCompleted['unknown'] = 0;
nextLevelPlayedCompleted['unknown']++;
}
}
else {
if (!nextLevelPlayedCompleted['unknown'])
nextLevelPlayedCompleted['unknown'] = 0;
nextLevelPlayedCompleted['unknown']++;
}
}
// Sort descending count and print
var sorted = [];
for (key in nextLevelPlayedCompleted) {
sorted.push({name: key, count: nextLevelPlayedCompleted[key]});
}
sorted.sort(function(a,b) { return b.count - a.count});
for (var i = 0; i < sorted.length; i++) {
print(sorted[i].count + "\t" + sorted[i].name);
}

68
scripts/analytics/mongodb/queries/LevelPlayedBeforeSub.js Normal file
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@ -0,0 +1,68 @@
// Find completed level counts immediately before subscription purchase
// Usage:
// mongo <address>:<port>/<database> <script file> -u <username> -p <password>
// Usage restricted to HoC Dates:
// mongo <address>:<port>/<database> -eval "var startDate='2014-12-08T00:00:00.000Z', endDate='2014-12-14T00:00:00.000Z';" <script file> -u <username> -p <password>
// TODO: Must be a better way to query for this data all at once.
var lastLevelCompleted = {};
var paymentsCursor;
if (typeof startDate !== "undefined" && startDate !== null && typeof endDate !== "undefined" && endDate !== null) {
print("Using dates " + startDate + " to " + endDate);
paymentsCursor = db.payments.find({
$and: [
{"created": { $gte: startDate}},
{"created": { $lt: endDate}},
{"stripe.subscriptionID" : { "$exists" : true }}
]
});
} else {
print("No date range specified.");
paymentsCursor = db.payments.find({"stripe.subscriptionID" : { "$exists" : true }});
}
while (paymentsCursor.hasNext()) {
var doc = paymentsCursor.next();
var ID = doc._id;
var purchaseDate = doc.created;
// Find last level session completed
var levelSessionCursor = db['level.sessions'].find({
$and: [{"state.complete" : true}, {creator : doc.purchaser.valueOf()}, {changed: {$lt: ISODate(purchaseDate)}}]
}).sort({created: -1});
if (levelSessionCursor.hasNext()) {
var lastLevelSessionCompleted = levelSessionCursor.next();
// Find last level completed
var levelCursor = db.levels.find({"original" : ObjectId(lastLevelSessionCompleted.level.original), "version.isLatestMajor": true, "version.isLatestMinor": true})
if (levelCursor.hasNext()) {
var lastLevel = levelCursor.next();
if (!lastLevelCompleted[lastLevel.name])
lastLevelCompleted[lastLevel.name] = 0;
lastLevelCompleted[lastLevel.name]++;
}
else {
if (!lastLevelCompleted['unknown'])
lastLevelCompleted['unknown'] = 0;
lastLevelCompleted['unknown']++;
}
}
else {
if (!lastLevelCompleted['unknown'])
lastLevelCompleted['unknown'] = 0;
lastLevelCompleted['unknown']++;
}
}
// Sort descending count and print
var sorted = [];
for (key in lastLevelCompleted) {
sorted.push({name: key, count: lastLevelCompleted[key]});
}
sorted.sort(function(a,b) { return b.count - a.count});
for (var i = 0; i < sorted.length; i++) {
print(sorted[i].count + "\t" + sorted[i].name);
}