Created
September 24, 2018 12:52
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Benchmark for different MongoDB(Mongoose) count all the docs methods. No difference.
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| // find().count() vs find().limit(1).count() vs count() vs collection.count() | |
| // Purpose was to detect if collections is empty or not. (That's why limit(1) is fine too) | |
| const { performance } = require('perf_hooks'); | |
| const fs = require('fs'); | |
| const mongoose = require('mongoose'); | |
| require('dotenv').config(); | |
| const billionUsers = mongoose.model('User', { | |
| n: { | |
| type: String, | |
| required: false, | |
| unique: false, | |
| }, | |
| }); | |
| async function init() { | |
| try { | |
| await mongoose.connect(process.env.MONGO_URL_TEST); | |
| console.log('connected'); | |
| } catch (exc) { | |
| console.log(exc); | |
| } | |
| } | |
| async function finish() { | |
| // await billionUsers.deleteMany(); | |
| await mongoose.disconnect(); | |
| } | |
| async function addUsersPack(s, pack = 1000) { | |
| console.log(`add${pack}Users`, s); | |
| const users = []; | |
| for (let u = 1; u <= pack; u++) { | |
| const n = (s - 1) * pack + u; | |
| const usr = { n: `#${n}` }; | |
| // console.log(usr); | |
| users.push(usr); | |
| } | |
| return billionUsers.insertMany(users).then(() => { | |
| // console.log(`${s * pack} users added`); | |
| }); | |
| } | |
| async function addUsers(count) { | |
| let res = Promise.resolve(); | |
| const pack = 1000; | |
| for (let s = 1; s <= 1000; s++) { | |
| res = res.then(() => addUsersPack(s, pack)).then(() => count(s * pack)); | |
| } | |
| return res; | |
| } | |
| async function main() { | |
| await init(); | |
| await billionUsers.deleteMany(); | |
| console.log('cleared'); | |
| await addUsers(measureCount(countDocs, 'find().count()')); | |
| await billionUsers.deleteMany(); | |
| console.log('cleared'); | |
| await addUsers(measureCount(countOneDoc, 'find().limit(1).count()')); | |
| await billionUsers.deleteMany(); | |
| console.log('cleared'); | |
| await addUsers(measureCount(countModel, 'count()')); | |
| await billionUsers.deleteMany(); | |
| console.log('cleared'); | |
| await addUsers(measureCount(countCollection, 'collection.count()')); | |
| await finish(); | |
| console.log('Done!'); | |
| fs.writeFileSync('./count.stats.json', JSON.stringify(stats, null, 2), 'utf-8'); | |
| } | |
| const stats = {}; | |
| function measureCount(method, methodName) { | |
| console.log('measureCount', methodName); | |
| return async (count) => { | |
| // console.log(`count ${methodName}`); | |
| const start = performance.now(); | |
| return method().then(() => { | |
| const end = performance.now(); | |
| stats[count] = stats[count] || {}; | |
| stats[count][methodName] = end - start; | |
| }); | |
| }; | |
| } | |
| async function countDocs() { | |
| return billionUsers.find().count(); | |
| } | |
| async function countOneDoc() { | |
| return billionUsers | |
| .find() | |
| .limit(1) | |
| .count(); | |
| } | |
| async function countModel() { | |
| return billionUsers.count(); | |
| } | |
| async function countCollection() { | |
| return billionUsers.collection.count(); | |
| } | |
| process.on('SIGTERM', () => { | |
| console.log('bye'); | |
| process.exit(0); | |
| }); | |
| main(); |
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| { | |
| "1000": { | |
| "find().count()": 65.31844899058342, | |
| "find().limit(1).count()": 64.34968799352646, | |
| "count()": 64.6645829975605, | |
| "collection.count()": 68.18521900475025 | |
| }, | |
| "2000": { | |
| "find().count()": 62.980341002345085, | |
| "find().limit(1).count()": 62.02701300382614, | |
| "count()": 73.39952099323273, | |
| "collection.count()": 62.93674600124359 | |
| }, | |
| "3000": { | |
| "find().count()": 64.99813900887966, | |
| "find().limit(1).count()": 61.16040600836277, | |
| "count()": 62.655010998249054, | |
| "collection.count()": 62.023223012685776 | |
| }, | |
| "4000": { | |
| "find().count()": 62.205959007143974, | |
| "find().limit(1).count()": 62.07080799341202, | |
| "count()": 62.55840300023556, | |
| "collection.count()": 62.16117499768734 | |
| }, | |
| "5000": { | |
| "find().count()": 62.01809599995613, | |
| "find().limit(1).count()": 61.13145700097084, | |
| "count()": 66.06924100220203, | |
| "collection.count()": 62.402569994330406 | |
| }, | |
| "6000": { | |
| "find().count()": 62.01884500682354, | |
| "find().limit(1).count()": 61.150931000709534, | |
| "count()": 62.32388800382614, | |
| "collection.count()": 62.1947949975729 | |
| }, | |
| "7000": { | |
| "find().count()": 62.53106001019478, | |
| "find().limit(1).count()": 61.528927996754646, | |
| "count()": 62.383700996637344, | |
| "collection.count()": 67.33180499076843 | |
| }, | |
| "8000": { | |
| "find().count()": 62.19237299263477, | |
| "find().limit(1).count()": 60.88279400765896, | |
| "count()": 66.02139300107956, | |
| "collection.count()": 62.64664499461651 | |
| }, | |
| "9000": { | |
| "find().count()": 66.07117800414562, | |
| "find().limit(1).count()": 61.71317200362682, | |
| "count()": 62.92527700960636, | |
| "collection.count()": 62.35178999602795 | |
| }, | |
| "10000": { | |
| "find().count()": 61.7352479994297, | |
| "find().limit(1).count()": 60.934303000569344, | |
| "count()": 63.37593899667263, | |
| "collection.count()": 62.35345999896526 | |
| }, | |
| "11000": { | |
| "find().count()": 65.06033699214458, | |
| "find().limit(1).count()": 61.01407898962498, | |
| "count()": 61.11618399620056, | |
| "collection.count()": 60.822892010211945 | |
| }, | |
| "12000": { | |
| "find().count()": 61.7455639988184, | |
| "find().limit(1).count()": 61.6807029992342, | |
| "count()": 61.31328000128269, | |
| "collection.count()": 64.40095700323582 | |
| }, | |
| "13000": { | |
| "find().count()": 63.79365299642086, | |
| "find().limit(1).count()": 66.79755699634552, | |
| "count()": 62.755471006035805, | |
| "collection.count()": 65.13903999328613 | |
| }, | |
| "14000": { | |
| "find().count()": 62.42145799100399, | |
| "find().limit(1).count()": 61.59403799474239, | |
| "count()": 61.132349997758865, | |
| "collection.count()": 61.3219889998436 | |
| }, | |
| "15000": { | |
| "find().count()": 61.60002200305462, | |
| "find().limit(1).count()": 66.92338199913502, | |
| "count()": 63.51993799209595, | |
| "collection.count()": 64.00128899514675 | |
| }, | |
| "16000": { | |
| "find().count()": 63.251907005906105, | |
| "find().limit(1).count()": 61.163940995931625, | |
| "count()": 62.67861498892307, | |
| "collection.count()": 60.92992399632931 | |
| }, | |
| "17000": { | |
| "find().count()": 62.303365990519524, | |
| "find().limit(1).count()": 61.416220992803574, | |
| "count()": 70.53104600310326, | |
| "collection.count()": 64.86237201094627 | |
| }, | |
| "18000": { | |
| "find().count()": 64.68680700659752, | |
| "find().limit(1).count()": 64.19962701201439, | |
| "count()": 61.57847300171852, | |
| "collection.count()": 65.25943000614643 | |
| }, | |
| "19000": { | |
| "find().count()": 61.842167004942894, | |
| "find().limit(1).count()": 62.63546799123287, | |
| "count()": 70.76059800386429, | |
| "collection.count()": 63.868920996785164 | |
| }, | |
| "20000": { | |
| "find().count()": 64.2897079885006, | |
| "find().limit(1).count()": 61.039349004626274, | |
| "count()": 62.14387699961662, | |
| "collection.count()": 61.47930599749088 | |
| }, | |
| "21000": { | |
| "find().count()": 63.22909200191498, | |
| "find().limit(1).count()": 61.973728001117706, | |
| "count()": 61.25523400306702, | |
| "collection.count()": 64.83369299769402 | |
| }, | |
| "22000": { | |
| "find().count()": 61.81157200038433, | |
| "find().limit(1).count()": 64.75735600292683, | |
| "count()": 62.23724299669266, | |
| "collection.count()": 60.88831999897957 | |
| }, | |
| "23000": { | |
| "find().count()": 63.34451799094677, | |
| "find().limit(1).count()": 61.18124099075794, | |
| "count()": 61.121994003653526, | |
| "collection.count()": 61.394402995705605 | |
| }, | |
| "24000": { | |
| "find().count()": 63.8792739957571, | |
| "find().limit(1).count()": 61.078418999910355, | |
| "count()": 64.7017619907856, | |
| "collection.count()": 61.37392300367355 | |
| }, | |
| "25000": { | |
| "find().count()": 61.79383000731468, | |
| "find().limit(1).count()": 63.4047090113163, | |
| "count()": 62.06081700325012, | |
| "collection.count()": 64.7209059894085 | |
| }, | |
| "26000": { | |
| "find().count()": 61.79444599151611, | |
| "find().limit(1).count()": 61.414024993777275, | |
| "count()": 61.30144900083542, | |
| "collection.count()": 65.13558800518513 | |
| }, | |
| "27000": { | |
| "find().count()": 61.29170399904251, | |
| "find().limit(1).count()": 63.244955003261566, | |
| "count()": 61.20074701309204, | |
| "collection.count()": 62.24467898905277 | |
| }, | |
| "28000": { | |
| "find().count()": 63.14011499285698, | |
| "find().limit(1).count()": 64.0559879988432, | |
| "count()": 61.73207300901413, | |
| "collection.count()": 62.20099599659443 | |
| }, | |
| "29000": { | |
| "find().count()": 64.5332310050726, | |
| "find().limit(1).count()": 61.40070299804211, | |
| "count()": 62.91574300825596, | |
| "collection.count()": 62.03566999733448 | |
| }, | |
| "30000": { | |
| "find().count()": 61.280365005135536, | |
| "find().limit(1).count()": 63.546925991773605, | |
| "count()": 64.04611200094223, | |
| "collection.count()": 64.3389419913292 | |
| }, | |
| "31000": { | |
| "find().count()": 62.51519599556923, | |
| "find().limit(1).count()": 63.65063799917698, | |
| "count()": 61.136923000216484, | |
| "collection.count()": 61.15911900997162 | |
| }, | |
| "32000": { | |
| "find().count()": 68.38181899487972, | |
| "find().limit(1).count()": 62.33957700431347, | |
| "count()": 64.18757800757885, | |
| "collection.count()": 62.44418999552727 | |
| }, | |
| "33000": { | |
| "find().count()": 61.13912299275398, | |
| "find().limit(1).count()": 63.02226999402046, | |
| "count()": 61.21119698882103, | |
| "collection.count()": 61.15634199976921 | |
| }, | |
| "34000": { | |
| "find().count()": 67.2328439950943, | |
| "find().limit(1).count()": 63.33730500936508, | |
| "count()": 63.55219800770283, | |
| "collection.count()": 61.085312992334366 | |
| }, | |
| "35000": { | |
| "find().count()": 62.508962005376816, | |
| "find().limit(1).count()": 63.20198900997639, | |
| "count()": 61.12141799926758, | |
| "collection.count()": 61.34510099887848 | |
| }, | |
| "36000": { | |
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| "find().limit(1).count()": 61.76978398859501, | |
| "count()": 61.24897499382496, | |
| "collection.count()": 61.3218670040369 | |
| }, | |
| "37000": { | |
| "find().count()": 63.78157000243664, | |
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| "count()": 60.76977099478245, | |
| "collection.count()": 62.141590997576714 | |
| }, | |
| "38000": { | |
| "find().count()": 61.887599006295204, | |
| "find().limit(1).count()": 61.578846007585526, | |
| "count()": 62.515142008662224, | |
| "collection.count()": 63.11358600854874 | |
| }, | |
| "39000": { | |
| "find().count()": 70.06019200384617, | |
| "find().limit(1).count()": 64.14320500195026, | |
| "count()": 66.79437200725079, | |
| "collection.count()": 61.74140299856663 | |
| }, | |
| "40000": { | |
| "find().count()": 63.10199999809265, | |
| "find().limit(1).count()": 65.99115900695324, | |
| "count()": 61.6604700088501, | |
| "collection.count()": 62.448917999863625 | |
| }, | |
| "41000": { | |
| "find().count()": 64.02855299413204, | |
| "find().limit(1).count()": 61.70136000216007, | |
| "count()": 63.69486999511719, | |
| "collection.count()": 62.381505995988846 | |
| }, | |
| "42000": { | |
| "find().count()": 64.99144600331783, | |
| "find().limit(1).count()": 61.40798498690128, | |
| "count()": 64.52183000743389, | |
| "collection.count()": 64.46517600119114 | |
| }, | |
| "43000": { | |
| "find().count()": 61.800657004117966, | |
| "find().limit(1).count()": 62.70085299015045, | |
| "count()": 61.42315499484539, | |
| "collection.count()": 62.60020199418068 | |
| }, | |
| "44000": { | |
| "find().count()": 61.56181800365448, | |
| "find().limit(1).count()": 63.505214005708694, | |
| "count()": 61.06895300745964, | |
| "collection.count()": 61.152810007333755 | |
| }, | |
| "45000": { | |
| "find().count()": 61.44218099117279, | |
| "find().limit(1).count()": 65.21238701045513, | |
| "count()": 61.872661009430885, | |
| "collection.count()": 62.579178005456924 | |
| }, | |
| "46000": { | |
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| "find().limit(1).count()": 61.53437000513077, | |
| "count()": 61.120966002345085, | |
| "collection.count()": 64.33618099987507 | |
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| "47000": { | |
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| "count()": 61.38024400174618, | |
| "collection.count()": 62.072740003466606 | |
| }, | |
| "48000": { | |
| "find().count()": 64.55507500469685, | |
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| "count()": 60.92603699862957, | |
| "collection.count()": 61.04580199718475 | |
| }, | |
| "49000": { | |
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| "count()": 64.11929400265217, | |
| "collection.count()": 61.48148399591446 | |
| }, | |
| "50000": { | |
| "find().count()": 67.7807099968195, | |
| "find().limit(1).count()": 65.85206399857998, | |
| "count()": 67.22876900434494, | |
| "collection.count()": 63.50371000170708 | |
| }, | |
| "51000": { | |
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| }, | |
| "52000": { | |
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| }, | |
| "53000": { | |
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| "54000": { | |
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| "count()": 63.95524001121521, | |
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| "55000": { | |
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| "56000": { | |
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| }, | |
| "57000": { | |
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| "59000": { | |
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| "60000": { | |
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| "61000": { | |
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| "62000": { | |
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| "64000": { | |
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| }, | |
| "65000": { | |
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| "count()": 62.628021001815796, | |
| "collection.count()": 62.39850899577141 | |
| }, | |
| "66000": { | |
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| "count()": 63.14577700197697, | |
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| }, | |
| "67000": { | |
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| "count()": 65.75230298936367, | |
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| }, | |
| "68000": { | |
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| "count()": 62.45887500047684, | |
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| }, | |
| "69000": { | |
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| "count()": 62.616045996546745, | |
| "collection.count()": 65.93771700561047 | |
| }, | |
| "70000": { | |
| "find().count()": 70.01307399570942, | |
| "find().limit(1).count()": 63.745370000600815, | |
| "count()": 63.4920450001955, | |
| "collection.count()": 69.92464299499989 | |
| }, | |
| "71000": { | |
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| "count()": 62.330966994166374, | |
| "collection.count()": 64.90810500085354 | |
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| "999000": { | |
| "find().count()": 62.526868999004364, | |
| "find().limit(1).count()": 62.37948100268841, | |
| "count()": 62.54315800964832, | |
| "collection.count()": 65.17635700106621 | |
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| "1000000": { | |
| "find().count()": 64.6891539990902, | |
| "find().limit(1).count()": 62.180745989084244, | |
| "count()": 63.53275400400162, | |
| "collection.count()": 63.29370200634003 | |
| } | |
| } |
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