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analyse_multi.js
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const fs = require('fs');
const rimraf = require('rimraf');
const mkdirp = require('mkdirp');
if (process.argv.length < 5) {
console.error('Missing arguments !! Format : node analyse.js INPUT_DIR OUTPUT_DIR MAX_FILE_INDEX');
process.exit(1);
}
const INPUT_DIR = process.argv[2];
const OUTPUT_DIR = process.argv[3];
const MAX_FILE_INDEX = Number.parseInt(process.argv[4]);
const TEMP_DIR = `temp_${Date.now()}`;
mkdirp.sync(OUTPUT_DIR);
mkdirp.sync(TEMP_DIR);
let _TOTAL_MESSAGES_TO_PROCESS = 0;
let _CURRENT_MESSAGE_PROCESSED = 1;
console.log('Preparing analyse...');
for (let i=1; i<MAX_FILE_INDEX+1; i++) {
const fileName = `message_${i}.json`;
const data = require(`./${INPUT_DIR}/${fileName}`);
fs.writeFileSync(`./${TEMP_DIR}/message_${i}.json`, JSON.stringify(data), { encoding: 'ascii' });
_TOTAL_MESSAGES_TO_PROCESS += data.messages.length;
}
const namesData = require(`./${TEMP_DIR}/message_1.json`);
const nMembers = namesData.participants.length
let PARTICIPANT = []
for (let ind=0; ind < nMembers; ind ++){
PARTICIPANT[ind] = namesData.participants[ind].name
}
// let ind = [...Array(nMembers).keys()]
PARTICIPANT_0 = 'test'
result = {
messageCounts: {
total: 0,
// [PARTICIPANT_0]: 0,
share: 0,
},
timestamps: {
hours: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
week: [0, 0, 0, 0, 0, 0, 0],
days: {
values: {}
},
},
text: {
emojis: {
count: {
total: 0,
},
total: {
values: {},
},
values: {},
},
lengths: {
},
},
reactions: {
count: {
total: 0,
},
total: {
self: 0,
},
},
stickers: {
count: {
total: 0,
},
['test']: {
values: {},
},
},
photoCounts: {
total: 0,
},
videoCounts: {
total: 0,
},
audioCounts: {
total: 0,
},
calls: {
count: {
total: 0,
unanswered: 0,
},
averageLength: 0,
_currentCount: 0,
},
}
for (let ind=0; ind < nMembers; ind ++){
console.log([PARTICIPANT[ind]])
result.messageCounts[PARTICIPANT[ind]] = 0
result.text.emojis.count[PARTICIPANT[ind]] = 0
result.text.emojis[PARTICIPANT[ind]] = {values: {}}
result.text.lengths[PARTICIPANT[ind]] = {averageLength: 0, _currentCount: 0, }
result.reactions.count[PARTICIPANT[ind]] = 0
result.reactions[PARTICIPANT[ind]] = {self: 0}
result.stickers.count[PARTICIPANT[ind]] = 0
result.stickers[PARTICIPANT[ind]] = {values: {}}
result.reactions[PARTICIPANT[ind]] = {values: 0}
result.photoCounts[PARTICIPANT[ind]] = 0
result.videoCounts[PARTICIPANT[ind]] = 0
result.audioCounts[PARTICIPANT[ind]] = 0
result.calls.count[PARTICIPANT[ind]] = 0
}
// process.exit(1);
let percentCounter = .05
let counterFlag = 1
console.log(`Processing messages...`)
function analyseData(data) {
const emojiRegex = /[\u{1f300}-\u{1f5ff}\u{1f900}-\u{1f9ff}\u{1f600}-\u{1f64f}\u{1f680}-\u{1f6ff}\u{2600}-\u{26ff}\u{2700}-\u{27bf}\u{1f1e6}-\u{1f1ff}\u{1f191}-\u{1f251}\u{1f004}\u{1f0cf}\u{1f170}-\u{1f171}\u{1f17e}-\u{1f17f}\u{1f18e}\u{3030}\u{2b50}\u{2b55}\u{2934}-\u{2935}\u{2b05}-\u{2b07}\u{2b1b}-\u{2b1c}\u{3297}\u{3299}\u{303d}\u{00a9}\u{00ae}\u{2122}\u{23f3}\u{24c2}\u{23e9}-\u{23ef}\u{25b6}\u{23f8}-\u{23fa}]/gu;
for (let message of data.messages) {
if (_CURRENT_MESSAGE_PROCESSED >= percentCounter*_TOTAL_MESSAGES_TO_PROCESS*counterFlag){
var progress = Math.round(100*(percentCounter*counterFlag));
console.log(`${progress}%...`);
// console.log(`Processing message ${_CURRENT_MESSAGE_PROCESSED} / ${_TOTAL_MESSAGES_TO_PROCESS}`);
// Most of the time was actually spent outputing the message here, so I just decreased occureneces for speed
counterFlag = counterFlag+1
}
// Message Counts
if (message.type !== 'Call') {
result.messageCounts.total++;
result.messageCounts[message.sender_name]++;
if (message.type === 'Share') { result.messageCounts.share++; }
}
// Timestamps
const date = new Date(message.timestamp_ms);
result.timestamps.hours[date.getHours()]++;
const index = (date.getDay() === 0 ? 7 : date.getDay()) - 1;
result.timestamps.week[index]++;
let day = `${date.getDate()}`;
if (day.length === 1) { day = '0' + day; }
let month = `${date.getMonth()+1}`;
if (month.length === 1) { month = '0' + month; }
const key = `${day}/${month}/${date.getFullYear()}`;
if (result.timestamps.days.values[key] === undefined) {
result.timestamps.days.values[key] = 1;
} else { result.timestamps.days.values[key]++; }
// Text
if (message.type === 'Generic' && message.content !== undefined && message.content.length > 0) {
let temp = result.text.lengths[message.sender_name].averageLength * result.text.lengths[message.sender_name]._currentCount;
temp += message.content.length;
result.text.lengths[message.sender_name]._currentCount++;
temp = temp / result.text.lengths[message.sender_name]._currentCount;
result.text.lengths[message.sender_name].averageLength = temp;
let m;
while ((m = emojiRegex.exec(message.content)) !== null) {
if (m.index === emojiRegex.lastIndex) {
emojiRegex.lastIndex++;
}
m.forEach((match) => {
result.text.emojis.count.total++;
result.text.emojis.count[message.sender_name]++;
for (let key of [ 'total', message.sender_name ]) {
if (result.text.emojis[key].values[match] === undefined) {
result.text.emojis[key].values[match] = 1;
} else { result.text.emojis[key].values[match]++; }
}
});
}
}
// Reactions
if (message.reactions !== undefined) {
for (let reaction of message.reactions) {
result.reactions.count.total++;
result.reactions.count[message.sender_name]++;
if (reaction.actor === message.sender_name) {
result.reactions.total.self++;
result.reactions[message.sender_name].self++;
}
if (result.reactions.total[reaction.reaction] === undefined) {
result.reactions.total[reaction.reaction] = 1;
} else { result.reactions.total[reaction.reaction]++; }
if (result.reactions[message.sender_name][reaction.reaction] === undefined) {
result.reactions[message.sender_name][reaction.reaction] = 1;
} else { result.reactions[message.sender_name][reaction.reaction]++; }
}
}
// Stickers
if (message.sticker !== undefined) {
result.stickers.count.total++;
result.stickers.count[message.sender_name]++;
if (result.stickers[message.sender_name].values[message.sticker.uri] === undefined) {
result.stickers[message.sender_name].values[message.sticker.uri] = 1;
} else { result.stickers[message.sender_name].values[message.sticker.uri]++; }
}
// Photo Counts
if (message.photos !== undefined) {
result.photoCounts.total += message.photos.length;
result.photoCounts[message.sender_name] += message.photos.length;
}
// Video Counts
if (message.videos !== undefined) {
result.videoCounts.total += message.videos.length;
result.videoCounts[message.sender_name] += message.videos.length;
}
// Audio Counts
if (message.audio_files !== undefined) {
result.audioCounts.total += message.audio_files.length;
result.audioCounts[message.sender_name] += message.audio_files.length;
}
// Calls
if (message.type === 'Call') {
result.calls.count.total++;
result.calls.count[message.sender_name]++;
if (message.call_duration === 0) {
result.calls.count.unanswered++;
} else {
let temp = result.calls.averageLength * result.calls._currentCount;
temp += message.call_duration;
result.calls._currentCount++;
temp = temp / result.calls._currentCount;
result.calls.averageLength = temp;
}
}
_CURRENT_MESSAGE_PROCESSED++;
}
}
for (let i=1; i<MAX_FILE_INDEX+1; i++) {
const fileName = `message_${i}.json`;
const data = require(`./${TEMP_DIR}/${fileName}`);
analyseData(data);
}
console.log('Done !');
console.log('Finalizing analyse...');
let max = 0;
let maxKey = 'error';
for (let key of Object.keys(result.timestamps.days.values)) {
if (result.timestamps.days.values[key] > max) {
max = result.timestamps.days.values[key];
maxKey = key;
}
}
result.timestamps.days.max = {
day: maxKey,
value: max,
}
maxKey = 'error';
// for (let participant of [ PARTICIPANT_0, PARTICIPANT_1 ]) {
for (let participant of PARTICIPANT) {
max = 0;
for (let key of Object.keys(result.stickers[participant].values)) {
if (result.stickers[participant].values[key] > max) {
max = result.stickers[participant].values[key];
maxKey = key;
}
}
result.stickers[participant].max = {
sticker: maxKey,
value: max,
}
}
maxKey = 'error';
PARTICIPANT[nMembers] = 'total'
// for (let participant of [ 'total', PARTICIPANT_0, PARTICIPANT_1 ]) {
for (let participant of PARTICIPANT) {
const rankingArray = [];
for (let key of Object.keys(result.text.emojis[participant].values)) {
rankingArray.push({ emoji: key, value: result.text.emojis[participant].values[key] });
}
rankingArray.sort((a, b) => { return b.value - a.value; });
result.text.emojis[participant].ranking = [];
for (let i=0; i<10; i++) {
if (i >= rankingArray.length) { break; }
result.text.emojis[participant].ranking.push(rankingArray[i]);
}
}
// delete result.text.lengths[PARTICIPANT_0]._currentCount;
// delete result.text.lengths[PARTICIPANT_1]._currentCount;
for (let ind=0; ind < nMembers; ind ++){
delete result.text.lengths[PARTICIPANT[ind]]._currentCount;
}
delete result.calls._currentCount;
rimraf.sync(`./${TEMP_DIR}`);
console.log('Done !');
console.log('Creating output file...');
fs.writeFileSync(`./${OUTPUT_DIR}/output.json`, JSON.stringify(result, null, 2));
console.log('Job done.');