dockerized and Kubernetes deployed puppeteer web scraper very slow

I have built a puppeteer web scraper which takes a query, scrapes the result and saves it in a json. I want to create a process/pipeline to do this for >50k queries and save the results - ideally not having to wait 2 weeks for the script to finish.

I did a lot of research and decided to follow your tutorial: https://www.digitalocean.com/community/tutorials/how-to-build-a-concurrent-web-scraper-with-puppeteer-node-js-docker-and-kubernetes to build a concurrent scraper by dockerizing and deploying it to a Kubernetes cluster. It’s a great resource and so and with a lot of work adapted everything to my specific situation.

However, when I tried running it, I kept getting the error connect eaddrnotavail but I couldn’t really understand how best to solve the issue. I finally got it to work by changing my client side code slightly compared to the article by using async/await. It works but it is very slow - I feel like only one request is sent to the cluster and finished and then the next one is sent off, which isn’t really concurrent and I don’t need a cluster for that!

So now I’m asking myself what is wrong or how can I improve my code to speed it up. The way I see it it can be done a lot faster but I must be missing something compared to your code which works so fast. My client side code:

let axios = require('axios')
let ldb = require('./lowdbHelper.js').LowDbHelper
let ldbHelper = new ldb()
let allAddresses = ldbHelper.getData()
const fs = require('fs');
const csv = require('csv-parser');


let fname = 'Altbau_new.csv';
let server = "http://123.456.789.000"
let podsWorkDone = []
let addressesDetails = []
let errors = []

function main() {

  getDetails()

}

async function getDetails(){
  let begin = Date.now()
  for (let j = 0; j < allAddresses.length; j++) {
    try{
  let data = {
  url: 'https://mein.wien.gv.at/Meine-Amtswege/richtwert?subpage=/lagezuschlag/',
  addr: allAddresses[j],
  commands: [{description: 'scrape', type: 'scrape'}]
  }

  await sendRequest(data, function (result) {
    parseResult(result, begin)
  })
  } catch (e){
    continue
  }
  }
}

async function sendRequest(payload, cb) {
  let address = payload
  try {
    await axios.post(`${server}/api/addresses`, address).then(response => {
      if (Object.keys(response.data).includes('error')) {
        let res = {
          address: address.addr,
          error: response.data.error
        }
        cb(res)
      } else {
        cb(response.data)
      }
    })
  } catch (error) {
    console.log(error)
    let res = {
      address: address.addr,
      error: error
    }
    cb({ res })
  }
}

function parseResult(result, begin){
  try {
    let end = Date.now()
    let timeSpent = (end - begin) / 1000 + "secs ";
    if (!Object.keys(result).includes("error")) {
      let wasSuccessful = Object.keys(result.zuschlag).length > 0 ? true : false
      if (wasSuccessful) {
        let podID = result.hostname
        let podsIDs = podsWorkDone.length > 0 ? podsWorkDone.map(pod => { return Object.keys(pod)[0]}) : []
        if (!podsIDs.includes(podID)) {
          let podWork = {}
          podWork[podID] = 1
          podsWorkDone.push(podWork)
        } else {
          for (let pwd = 0; pwd < podsWorkDone.length; pwd++) {
            if (Object.keys(podsWorkDone[pwd]).includes(podID)) {
              podsWorkDone[pwd][podID] += 1
              break
            }
          }
        }
        addressesDetails.push(result)
      } else {
        errors.push(result)
      }
    } else {
      errors.push(result)
    }
    console.log('podsWorkDone', podsWorkDone, ', retrieved ' + addressesDetails.length + " addresses, ",
      "took " + timeSpent + ", ", "used " + podsWorkDone.length + " pods,", " errors: " + errors.length)
    ldbHelper.saveData(addressesDetails)
  } catch (error) {
    console.log(error)
  }
}

main()

I included await at the sendRequest function and made the getDetails function async otherwise it would not work. My server side:

const express = require('express');
const bodyParser = require('body-parser')
const os = require('os');

const PORT = 5000;
const app = express();
let timeout = 1500000

app.use(bodyParser.urlencoded({ extended: true }))
app.use(bodyParser.json())

let browsers = 0
let maxNumberOfBrowsers = 5

app.get('/', (req, res) => {
  console.log(os.hostname())
  let response = {
    msg: 'hello world',
    hostname: os.hostname().toString()
  }
  res.send(response);
});

app.post('/api/addresses', async (req, res) => {
  req.setTimeout(timeout);
  try {
    let data = req.body
    console.log(req.body.url)
    while (browsers == maxNumberOfBrowsers) {
      await sleep(1000)
    }
    await getAddressesHandler(data).then(result => {
      let response = {
        msg: 'retrieved addresses ',
        hostname: os.hostname(),
        addr: data.addr,
        zuschlag: result

      }
      console.log('done')
      res.send(response)
    })
  } catch (error) {
    res.send({ error: error.toString() })
  }
});

async function getAddressesHandler(arg) {
  let pMng = require('./puppeteerManager')
  let puppeteerMng = new pMng.PuppeteerManager(arg)
  browsers += 1
  try {
    let addresses = await puppeteerMng.getAllAddresses().then(result => {
      return result
    })
    browsers -= 1
    return addresses
  } catch (error) {
    browsers -= 1
    console.log(error)
  }
}

function sleep(ms) {
    console.log(' running maximum number of browsers')
    return new Promise(resolve => setTimeout(resolve, ms))
  }

  app.listen(PORT);
console.log(`Running on port: ${PORT}`);

many thanks in advance