Uses weighted random to ensure a maximum of 4 sponsor times are returned

This commit is contained in:
Ajay Ramachandran
2019-07-17 14:41:10 -04:00
parent 5c24a6109c
commit 24ed3143ed

View File

@@ -218,7 +218,7 @@ function getVoteOrganisedSponsorTimes(sponsorTimes, votes, UUIDs) {
similarSponsorsGroups[i] = uniqueArray;
}
let weightedRandomIndexes = getWeightedRandom(similarSponsorsGroups, votes);
let weightedRandomIndexes = getWeightedRandomChoiceForArray(similarSponsorsGroups, votes);
let finalSponsorTimeIndexes = weightedRandomIndexes.finalIndexes;
//the sponsor times either chosen to be added to finalSponsorTimeIndexes or chosen not to be added
@@ -231,6 +231,9 @@ function getVoteOrganisedSponsorTimes(sponsorTimes, votes, UUIDs) {
}
}
//if there are too many indexes, find the best 4
finalSponsorTimeIndexes = getWeightedRandomChoice(finalSponsorTimeIndexes, votes, 4).finalIndexes;
//convert this to a final array to return
let finalSponsorTimes = [];
for (let i = 0; i < finalSponsorTimeIndexes.length; i++) {
@@ -249,40 +252,79 @@ function getVoteOrganisedSponsorTimes(sponsorTimes, votes, UUIDs) {
};
}
function getWeightedRandom(indexes, weights) {
//gets the getWeightedRandomChoice for each group in an array of groups
function getWeightedRandomChoiceForArray(indexGroups, weights) {
let finalIndexes = [];
//the indexes either chosen to be added to final indexes or chosen not to be added
let indexesDealtWith = [];
for (let i = 0; i < indexes.length; i++) {
let sqrtVotesList = [];
let totalSqrtVotes = 0;
for (let j = 0; j < indexes[i].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[indexes[i][j]] + 3) * 10);
sqrtVotesList.push(sqrtVote)
totalSqrtVotes += sqrtVote;
for (let i = 0; i < indexGroups.length; i++) {
let randomChoice = getWeightedRandomChoice(indexGroups[i], weights, 1)
finalIndexes.push(randomChoice.finalIndexes);
//this index has now been deat with
indexesDealtWith.push(indexes[i][j]);
for (let j = 0; j < randomChoice.indexesDealtWith.length; j++) {
indexesDealtWith.push(randomChoice.indexesDealtWith[j])
}
}
return {
finalIndexes: finalIndexes,
indexesDealtWith: indexesDealtWith
};
}
//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(indexes, weights, amountOfChoices) {
if (amountOfChoices > indexes.length) {
//not possible, since all choices must be unique
return null;
}
let finalIndexes = [];
let indexesDealtWith = [];
let sqrtVotesList = [];
let totalSqrtVotes = 0;
for (let j = 0; j < indexes.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[indexes[j]] + 3) * 10);
sqrtVotesList.push(sqrtVote)
totalSqrtVotes += sqrtVote;
//this index has now been deat with
indexesDealtWith.push(indexes[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 < sqrtVotesList.length; j++) {
if (randomNumber > currentVoteNumber / totalSqrtVotes && randomNumber < (currentVoteNumber + sqrtVotesList[j]) / totalSqrtVotes) {
//this one was randomly generated
finalIndexes.push(indexes[j]);
//remove that from original array, for next recursion pass if it happens
indexes.splice(j, 1);
break;
}
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 < sqrtVotesList.length; j++) {
if (randomNumber > currentVoteNumber / totalSqrtVotes && randomNumber < (currentVoteNumber + sqrtVotesList[j]) / totalSqrtVotes) {
//this one was randomly generated
finalIndexes.push(indexes[i][j]);
break;
}
//add on to the count
currentVoteNumber += sqrtVotesList[j];
//add on to the count
currentVoteNumber += sqrtVotesList[j];
}
//add on the other choices as well using recursion
if (amountOfChoices > 1) {
let otherChoices = getWeightedRandomChoice(indexes, weights, amountOfChoices - 1).finalIndexes;
console.log(otherChoices);
//add all these choices to the finalIndexes array being returned
for (let i = 0; i < otherChoices.length; i++) {
finalIndexes.push(otherChoices[i]);
}
}