Code Monkey home page Code Monkey logo

cf-simple-ingestion-pipeline's Introduction

Simple Data Ingestion Pipeline

CloudFormation template for simple data ingestion pipeline using S3, SQS & Lambda.

Templates

ingestion-pipeline.yml : CloudFormation Template for creating simple data ingestion pipeline resources.

Architecture

  • Defines S3 buckets for Incoming JSON and Incoming CSV files.
  • Each bucket has a respective SQS queue which will receive items in response to files being uploaded to the bucket (s3:ObjectCreated:*).
  • Lambda functions consume items from the SQS queues, process the files and transfer them to a seperate Curated JSON bucket.
    • JSON files are copied from the Incoming JSON bucket to the Curated JSON bucket.
    • CSV files are read from the Incoming CSV bucket, converted to JSON and transferred to the Curated JSON bucket.
    • SQS items are processed in groups with item processing failures handled using partial batch responses. Repeated failures will reuslt in the SQS item being transferred to a corresponding Dead Letter Queue (DLQ). Screenshot

cf-simple-ingestion-pipeline's People

Contributors

aydanbedingham avatar

Stargazers

Naresh Kumar avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.