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app.js
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'use strict';
let config = require('./common/configurations');
let constants = require('./common/constants')
let utils = require('./common/utils');
let firebaseDao = require('./modules/firebaseDao');
let engagementConfig = constants.engagementConstants;
let getRecommendations = () => {
const records = 'records'
var allRecords = [];
var popularRecords = []
var unpopularRecords = []
getCollection(records)
.then(snapshot => {
return getAllRecords(snapshot, allRecords)
})
.then(() => {
return getPopularRecords(allRecords, popularRecords)
})
.then(() => {
return getUnpopularRecords(allRecords, unpopularRecords)
})
.then(() => {
return randomiseRecords(popularRecords, unpopularRecords)
})
.then(() => {
return combineRecords(popularRecords, unpopularRecords)
})
.then((result) => {
return utils.displayResult(result)
})
.catch((err) => {
console.log('Error: ' + err.stack)
})
}
/**
*
* @param {*} collectionName
*/
let getCollection = (collectionName) => {
return db.collection(collectionName).orderBy('created_at','desc').get()
}
/**
*
* @param {*} snapshot
* @param {*} allRecords
*/
let getAllRecords = (snapshot, allRecords) => {
snapshot.forEach(doc => {
allRecords.push(utils.sanitizeRecord(doc));
});
console.log("Total records found: " + allRecords.length)
}
/**
*
* @param {*} allRecords
* @param {*} popularRecords
*/
let getPopularRecords = function (allRecords, popularRecords) {
let engagedUsersPost = []
let unengagedUsersPost = []
return getPopularPosts(allRecords, popularRecords)
.then(() => {
return getEngagedUsers()
}).then((engagement) => {
return getEngagedUsersPost(engagedUsersPost, engagement, popularRecords)
}).then((engagedUsersPost) => {
return getUnengagedUsersPost(unengagedUsersPost, engagedUsersPost, popularRecords)
}).then((unengagedUsersPost) => {
return combinePosts(engagedUsersPost, unengagedUsersPost)
}).then((result) => {
popularRecords = result
}).catch((err) => {
console.error("Failed to get Popular records: " + err.stack)
})
}
/**
*
* @param {*} allRecords
* @param {*} popularRecords
*/
let getPopularPosts = (allRecords, popularRecords) => {
return new Promise(function (resolve, reject) {
allRecords.forEach(record => {
if (isPostPopular(record))
popularRecords.push(record)
})
console.log()
console.log("Popular records found: " + popularRecords.length)
resolve(popularRecords)
})
}
/**
*
* @param {*} record
*/
let isPostPopular = (record) => {
return (
isPostReallyPopular(record) ? true: false)
}
let isPostReallyPopular = (record) => {
return record.comment_count > 4
|| (
record.comment_count >= config.popularPostCommentThreshold
&& record.like_count >= config.popularPostLikeThreshold
)
}
/**
*
* @param {*} allRecords
* @param {*} unpopularRecords
*/
let getUnpopularRecords = function (allRecords, unpopularRecords) {
return new Promise(function (resolve, reject) {
resolve(allRecords.forEach(record => {
if (isPostUnpopular(record))
unpopularRecords.push(record)
}))
}).then(() => {
console.log()
console.log("Unpopular records found: " + unpopularRecords.length)
console.log()
}).catch((err) => {
console.error("Failed to get Unpopular records: " + err.stack)
})
}
/**
*
* @param {*} record
*/
let isPostUnpopular = (record) => {
return (record.comment_count <= config.unpopularPostCommentThreshold
&& record.like_count <= config.unpopularPostLikeThreshold
? true: false)
}
/**
*
* @param {*} popularRecords
* @param {*} unpopularRecords
*/
let randomiseRecords = (popularRecords, unpopularRecords) => {
popularRecords = utils.shuffleArray(popularRecords)
unpopularRecords = utils.shuffleArray(unpopularRecords)
}
/**
*
* @param {*} popularRecords
* @param {*} unpopularRecords
*/
let combineRecords = (popularRecords, unpopularRecords) => {
const popularSliceLimit = parseInt(config.recommendationThreshold * config.popularPostPercentage)
const unpopularSliceLimit = config.recommendationThreshold * (1- config.popularPostPercentage)
popularRecords = popularRecords.slice(0, popularSliceLimit)
unpopularRecords = unpopularRecords.slice(0, unpopularSliceLimit)
return popularRecords.concat(unpopularRecords)
}
/**
*
* @param {*} engagement
* @param {*} popularRecords
*/
let getEngagedUsersPost = (engagedUsersPost, engagement, popularRecords) => {
for (var i = popularRecords.length - 1; i > 0; i--) {
for (const engaged_user_id of Object.keys(engagement)) {
const user_id = popularRecords[i].user_id
if (user_id == engaged_user_id) {
engagedUsersPost.push(popularRecords[i])
continue;
}
} // inner loop closes here
} // outer loop closes here
console.log('Engaged Users Post found in popular records: ' + engagedUsersPost.length)
return engagedUsersPost
}
/**
* Get getUnengagedUsersPost from post which are popular
* but from people whose engagementScore is less
*
* @param {*} engagedUsersPost
* @param {*} popularRecords
*/
let getUnengagedUsersPost = (unengagedUsersPost, engagedUsersPost, popularRecords) => {
var engagedUsersRecordIds = engagedUsersPost.map(function (post) { return parseInt(post.record_id) })
popularRecords.forEach(function (poprecord) {
let counter = 0;
engagedUsersRecordIds.forEach(function (eng_user_record_id) {
if (parseInt(poprecord.record_id) != parseInt(eng_user_record_id)) {
counter += 1;
if (counter == engagedUsersRecordIds.length) {
unengagedUsersPost.push(poprecord)
}
}
}) // inner loop closes here
}) // outer loop closes here
console.log('Unengaged Users Post found in popular records: ' + unengagedUsersPost.length)
return unengagedUsersPost
}
let combinePosts = (engagedUsersPost, unengagedUsersPost) => {
const engagementThreshold = parseInt(config.recommendationThreshold * config.popularPostPercentage)
const engageSliceLimit = parseInt(engagementThreshold * config.engagedUsersPostPercentage)
const unengageSliceLimit = (1- config.engagedUsersPostPercentage) != 0
? parseInt(engagementThreshold * (1- config.engagedUsersPostPercentage) + 1)
: parseInt(engagementThreshold * (1- config.engagedUsersPostPercentage))
engagedUsersPost = engagedUsersPost.slice(0, engageSliceLimit)
unengagedUsersPost = unengagedUsersPost.slice(0, unengageSliceLimit)
return engagedUsersPost.concat(unengagedUsersPost)
}
let getEngagedUsers = () => {
let engagement = {}
return computeUserLikeScore(engagement)
.then((engagement) => {
return computeUserCommentScore(engagement)
}).then((engagement) => {
return computeUserAvgEngagementScore(engagement)
}).then((engagement) => {
return filterUser(engagement)
}).then((engagement) => {
return engagement
}).catch((err) => {
console.log(err.stack)
})
}
let computeUserLikeScore = (engagement) => {
return new Promise(function (resolve, reject) {
const collectionName = 'likes'
resolve(computeScore(engagement, collectionName))
})
}
let computeUserCommentScore = (engagement) => {
return new Promise(function (resolve, reject) {
const collectionName = 'comments'
resolve(computeScore(engagement, collectionName))
})
}
let computeUserAvgEngagementScore = (engagement) => {
return new Promise(function (resolve, reject) {
resolve(computeAverageScore(engagement))
})
}
let filterUser = (engagement) => {
return new Promise(function (resolve, reject) {
resolve(filterUserByAvgScore(engagement))
})
}
let filterUserByAvgScore = (engagement) => {
let filteredResult = {}
for (const [user_id, value] of Object.entries(engagement)) {
if (value.average_score > config.avgEngagementScoreThreshold) {
filteredResult[user_id] = value
}
}
return filteredResult
}
let computeAverageScore = (engagement) => {
return new Promise(function (resolve, reject) {
Object.entries(engagement).forEach(entry => {
if (utils.hasValue(entry)) {
const user_id = entry[0]
entry = entry[1]
const comment_count = utils.hasValue(entry.comment_count)
? entry.comment_count
: setZeroEntry(0, user_id, engagement, "comment_count")
const like_count = utils.hasValue(entry.like_count)
? entry.like_count
: setZeroEntry(0, user_id, engagement, "like_count")
engagement[user_id]["average_score"] = ((comment_count + like_count) / Object.keys(entry).length)
resolve(engagement)
}
})
})
}
let setZeroEntry = (val, user_id, engagement, measure) => {
engagement[user_id][measure] = val
return 0
}
let computeScore = (engagement, collectionName) => {
return new Promise(function (resolve, reject) {
getCollection(collectionName)
.then((snapshot)=> {
snapshot.forEach(doc => {
let result = doc.data()
let user_id = result.user_id
if ( user_id in engagement ) {
updateEngagementScore(collectionName, engagement, result)
} else {
insertEngagementScore(collectionName, engagement, result)
}
});
})
.then(() => {
resolve(engagement)
})
.catch((err) => {
reject(err)
})
})
}
let insertEngagementScore = (collectionName, engagement, result) => {
engagement[result.user_id] = setEngagementScore(collectionName)
}
let updateEngagementScore = (collectionName, engagement, result) => {
const scoreAttribute = engagementConfig[collectionName]
if (scoreAttribute in engagement[result.user_id]) {
engagement[result.user_id][scoreAttribute] = parseInt(engagement[result.user_id][scoreAttribute]) + 1
} else {
engagement[result.user_id][scoreAttribute] = 1
}
}
let setEngagementScore = (collectionName) => {
const scoreAttribute = engagementConfig[collectionName];
const score = {}
score[scoreAttribute] = 1
return score
}
/**
* Create firebase db instance
*/
const db = firebaseDao.initializeFirebaseDb()
/**
* Get records from here
*/
getRecommendations()