backendTask-Atlan

ATLAN-TASK

Atlan is a data democratization company that helps teams collaborate frictionlessly on data projects.This is a internship task for a Backend Developer Internship where the task given is to build a solution for providing large scale concurrency in long running tasks. In this case A long running task is a csv file that consists of 1-2 million records. These records have to parsed and indexed into a Database concurrently. The solution provided should be able to terminate running tasks and restart the task.

Features

• Concurrency upto 8 tasks with a single docker container
• MongoDB Transactions
• Horizontly scaling by increasing docker containers
• WebAdmin for monitoring running tasks
• NodeJS Clustering for reducing downtime

Things to Do

• Stop Process better solution than killing of cluster Node
• Writing cleaner IPC Code

Architecture Diagram

Structure

• MongoDB - used for maintaining state of tasks

• BULL - A Task Queue built on top of redis

• REDIS - A broker for BULL

• NodeJS BULL Processes - A Pool of worker processes work on a long running task.

Requirements

docker , docker-compose 

Installation Steps

Change the permission of run script for spawning docker containers using the docker-compose.yml file.

chmod +x run
./run
   
Go to http://localhost:3000/ to view the WebGUI Admin

Master process logs can be accessed using
sudo docker logs -f node_master

Worker process logs can be accessed using
sudo docker logs -f node_worker