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high-ingestion-rate-demo's Introduction

High-ingestion-rate-demo

This demo is inspired by an article by Papercups.io on how Genserver works based on Plausible source code.

Architecture Diagram

Agnostic Architecture

Elixir Architecture

Goals

  • The worker must be durable where:
    • For continuous worker: upon receiving SIGTERM signal, it must finish the task in hand and commit the message to broker.
    • For batching worker: upon receiving SIGTERM signal, it must persist the data before exiting and commit the message to the broker.

Non-Goals

Types of Consumers

Continuous Worker

Source code

Perform the operation on each message. The message will be blocked and performed sequentially.

Batching Worker

Source code

Insert the data into a buffer queue, then at every interval perform a batch operation.

Important Note: The data received must be inserted into Queue and NOT list. This is because python queue has get() and get_nowait() functions which are suitable for multithreaded environment. If we're using list instead for buffer store, we might losing some data as another thread is manipulating the data.

How to Run

Prerequisite:

  • Has Go, Python 3 and Docker installed locally
  1. Open terminal 1 and run make producer
  2. Open terminal 2 and run make consumer-batch or make consumer-loop
  3. Open terminal 3 and run make load-test-100

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