Merge pull request #2 from ajayyy/experimental

Added voting and new weighted random returns based on votes
This commit is contained in:
Ajay Ramachandran
2019-07-17 16:05:52 -04:00
committed by GitHub

258
index.js
View File

@@ -33,23 +33,45 @@ app.get('/api/getVideoSponsorTimes', function (req, res) {
let videoID = req.query.videoID; let videoID = req.query.videoID;
let sponsorTimes = []; let sponsorTimes = [];
let votes = []
let UUIDs = [];
db.prepare("SELECT startTime, endTime FROM sponsorTimes WHERE videoID = ?").all(videoID, function(err, rows) { db.prepare("SELECT startTime, endTime, votes, UUID FROM sponsorTimes WHERE videoID = ?").all(videoID, function(err, rows) {
if (err) console.log(err); if (err) console.log(err);
for (let i = 0; i < rows.length; i++) { for (let i = 0; i < rows.length; i++) {
sponsorTimes[i] = []; //check if votes are above -2
if (rows[i].votes < -2) {
//too untrustworthy, just ignore it
continue;
}
sponsorTimes.push([]);
let index = sponsorTimes.length - 1;
sponsorTimes[i][0] = rows[i].startTime; sponsorTimes[index][0] = rows[i].startTime;
sponsorTimes[i][1] = rows[i].endTime; sponsorTimes[index][1] = rows[i].endTime;
votes[index] = rows[i].votes;
UUIDs[index] = rows[i].UUID;
} }
if (sponsorTimes.length == 0) {
res.sendStatus(404);
return;
}
organisedData = getVoteOrganisedSponsorTimes(sponsorTimes, votes, UUIDs);
sponsorTimes = organisedData.sponsorTimes;
UUIDs = organisedData.UUIDs;
if (sponsorTimes.length == 0) { if (sponsorTimes.length == 0) {
res.sendStatus(404); res.sendStatus(404);
} else { } else {
//send result //send result
res.send({ res.send({
sponsorTimes: sponsorTimes sponsorTimes: sponsorTimes,
UUIDs: UUIDs
}) })
} }
}); });
@@ -106,6 +128,230 @@ app.get('/api/postVideoSponsorTimes', function (req, res) {
}); });
}); });
//voting endpoint
app.get('/api/voteOnSponsorTime', function (req, res) {
let UUID = req.query.UUID;
let userID = req.query.userID;
let type = req.query.type;
if (UUID == undefined || userID == undefined || type == undefined) {
//invalid request
res.sendStatus(400);
return;
}
//-1 for downvote, 1 for upvote. Maybe more depending on reputation in the future
let incrementAmount = 0;
//don't use userID for now, and just add the vote
if (type == 1) {
//upvote
incrementAmount = 1;
} else if (type == 0) {
//downvote
incrementAmount = -1;
} else {
//unrecongnised type of vote
req.sendStatus(400);
return;
}
db.prepare("UPDATE sponsorTimes SET votes = votes + ? WHERE UUID = ?").run(incrementAmount, UUID);
//added to db
res.sendStatus(200);
});
app.get('/database.db', function (req, res) { app.get('/database.db', function (req, res) {
res.sendFile("./databases/sponsorTimes.db", { root: __dirname }); res.sendFile("./databases/sponsorTimes.db", { root: __dirname });
}); });
//This function will find sponsor times that are contained inside of eachother, called similar sponsor times
//Only one similar time will be returned, randomly generated based on the sqrt of votes.
//This allows new less voted items to still sometimes appear to give them a chance at getting votes.
//Sponsor times with less than -2 votes are already ignored before this function is called
function getVoteOrganisedSponsorTimes(sponsorTimes, votes, UUIDs) {
//list of sponsors that are contained inside eachother
let similarSponsors = [];
for (let i = 0; i < sponsorTimes.length; i++) {
//see if the start time is located between the start and end time of the other sponsor time.
for (let j = 0; j < sponsorTimes.length; j++) {
if (sponsorTimes[j][0] > sponsorTimes[i][0] && sponsorTimes[j][0] < sponsorTimes[i][1]) {
//sponsor j is contained in sponsor i
similarSponsors.push([i, j]);
}
}
}
let similarSponsorsGroups = [];
//once they have been added to a group, they don't need to be dealt with anymore
let dealtWithSimilarSponsors = [];
//create lists of all the similar groups (if 1 and 2 are similar, and 2 and 3 are similar, the group is 1, 2, 3)
for (let i = 0; i < similarSponsors.length; i++) {
if (dealtWithSimilarSponsors.includes(i)) {
//dealt with already
continue;
}
//this is the group of indexes that are similar
let group = similarSponsors[i];
for (let j = 0; j < similarSponsors.length; j++) {
if (group.includes(similarSponsors[j][0]) || group.includes(similarSponsors[j][1])) {
//this is a similar group
group.push(similarSponsors[j][0]);
group.push(similarSponsors[j][1]);
dealtWithSimilarSponsors.push(j);
}
}
similarSponsorsGroups.push(group);
}
//remove duplicate indexes in group arrays
for (let i = 0; i < similarSponsorsGroups.length; i++) {
uniqueArray = similarSponsorsGroups[i].filter(function(item, pos, self) {
return self.indexOf(item) == pos;
});
similarSponsorsGroups[i] = uniqueArray;
}
let weightedRandomIndexes = getWeightedRandomChoiceForArray(similarSponsorsGroups, votes);
let finalSponsorTimeIndexes = weightedRandomIndexes.finalChoices;
//the sponsor times either chosen to be added to finalSponsorTimeIndexes or chosen not to be added
let finalSponsorTimeIndexesDealtWith = weightedRandomIndexes.choicesDealtWith;
let voteSums = weightedRandomIndexes.weightSums;
//convert these into the votes
for (let i = 0; i < voteSums.length; i++) {
if (voteSums[i] != undefined) {
//it should use the sum of votes, since anyone upvoting a similar sponsor is upvoting the existence of that sponsor.
votes[finalSponsorTimeIndexes[i]] = voteSums;
}
}
//find the indexes never dealt with and add them
for (let i = 0; i < sponsorTimes.length; i++) {
if (!finalSponsorTimeIndexesDealtWith.includes(i)) {
finalSponsorTimeIndexes.push(i)
}
}
//if there are too many indexes, find the best 4
finalSponsorTimeIndexes = getWeightedRandomChoice(finalSponsorTimeIndexes, votes, 4).finalChoices;
//convert this to a final array to return
let finalSponsorTimes = [];
for (let i = 0; i < finalSponsorTimeIndexes.length; i++) {
finalSponsorTimes.push(sponsorTimes[finalSponsorTimeIndexes[i]]);
}
//convert this to a final array of UUIDs as well
let finalUUIDs = [];
for (let i = 0; i < finalSponsorTimeIndexes.length; i++) {
finalUUIDs.push(UUIDs[finalSponsorTimeIndexes[i]]);
}
return {
sponsorTimes: finalSponsorTimes,
UUIDs: finalUUIDs
};
}
//gets the getWeightedRandomChoice for each group in an array of groups
function getWeightedRandomChoiceForArray(choiceGroups, weights) {
let finalChoices = [];
//the indexes either chosen to be added to final indexes or chosen not to be added
let choicesDealtWith = [];
//for each choice group, what are the sums of the weights
let weightSums = [];
for (let i = 0; i < choiceGroups.length; i++) {
//find weight sums for this group
weightSums.push(0);
for (let j = 0; j < choiceGroups[i].length; j++) {
//only if it is a positive vote, otherwise it is probably just a sponsor time with slightly wrong time
if (weights[choiceGroups[i][j]] > 0) {
weightSums[weightSums.length - 1] += weights[choiceGroups[i][j]];
}
}
//create a random choice for this group
let randomChoice = getWeightedRandomChoice(choiceGroups[i], weights, 1)
finalChoices.push(randomChoice.finalChoices);
for (let j = 0; j < randomChoice.choicesDealtWith.length; j++) {
choicesDealtWith.push(randomChoice.choicesDealtWith[j])
}
}
return {
finalChoices: finalChoices,
choicesDealtWith: choicesDealtWith,
weightSums: weightSums
};
}
//gets a weighted random choice from the indexes array based on the weights.
//amountOfChoices speicifies the amount of choices to return, 1 or more.
//choices are unique
function getWeightedRandomChoice(choices, weights, amountOfChoices) {
if (amountOfChoices > choices.length) {
//not possible, since all choices must be unique
return null;
}
let finalChoices = [];
let choicesDealtWith = [];
let sqrtWeightsList = [];
//the total of all the weights run through the cutom sqrt function
let totalSqrtWeights = 0;
for (let j = 0; j < choices.length; j++) {
//multiplying by 10 makes around 13 votes the point where it the votes start not mattering as much (10 + 3)
//The 3 makes -2 the minimum votes before being ignored completely
//https://www.desmos.com/calculator/ljftxolg9j
//this can be changed if this system increases in popularity.
let sqrtVote = Math.sqrt((weights[choices[j]] + 3) * 10);
sqrtWeightsList.push(sqrtVote)
totalSqrtWeights += sqrtVote;
//this index has now been deat with
choicesDealtWith.push(choices[j]);
}
//iterate and find amountOfChoices choices
let randomNumber = Math.random();
//this array will keep adding to this variable each time one sqrt vote has been dealt with
//this is the sum of all the sqrtVotes under this index
let currentVoteNumber = 0;
for (let j = 0; j < sqrtWeightsList.length; j++) {
if (randomNumber > currentVoteNumber / totalSqrtWeights && randomNumber < (currentVoteNumber + sqrtWeightsList[j]) / totalSqrtWeights) {
//this one was randomly generated
finalChoices.push(choices[j]);
//remove that from original array, for next recursion pass if it happens
choices.splice(j, 1);
break;
}
//add on to the count
currentVoteNumber += sqrtWeightsList[j];
}
//add on the other choices as well using recursion
if (amountOfChoices > 1) {
let otherChoices = getWeightedRandomChoice(choices, weights, amountOfChoices - 1).finalChoices;
//add all these choices to the finalChoices array being returned
for (let i = 0; i < otherChoices.length; i++) {
finalChoices.push(otherChoices[i]);
}
}
return {
finalChoices: finalChoices,
choicesDealtWith: choicesDealtWith
};
}