📊End-to-End Data Pipeline Project: AWS Transfer Family, Lambda, Glue, Snowflake❄️, and S3 Magic!🔮

In today's tech-savvy world, enterprises and organizations thrive on efficient and transparent file-transfer management. What if you could have a streamlined, serverless data pipeline that seamlessly orchestrates file transfers, transformations, and ingestion into your cloud ecosystem? 📂💨

🔁 Stage 1: Uploading with AWS Transfer for SFTP
Our adventure begins as the 3rd party or vendor company securely uploads zipped files using AWS Transfer for SFTP, ensuring the utmost data protection and compliance. 🛡️

📩 Stage 2: S3 Event Notification & Python Lambda Magic
With AWS S3 event notifications, a Python Lambda function springs into action. 🐍✨ It promptly unzips the incoming files and deposits them into the curated layer, ready for the next phase.

🛠️ Stage 3: AWS Glue Job Transforms to Parquet
Enter the AWS Glue job! 🧩 It swoops in to pick up the CSV files, skillfully applying transformations to your data. The result? Sparkling Parquet files, the gold standard for optimized data storage.

📚 Stage 4: Storing in the Publish Layer S3 Repository
Our transformed data finds its new home in a publish layer S3 location, accessible and ready for the next chapter in its data journey. 🏠

🚚 Stage 5: SQS Event Notification & Snowpipe Delight
With SQS event notifications, your data embarks on a real-time adventure. 🏔️ A Snowpipe, the gatekeeper to Snowflake's internal tables, eagerly awaits. Data ingestion happens in near real-time, ensuring your insights are always up-to-date. ⏰

And there you have it - a seamless data odyssey powered by AWS Transfer Family. 🌠 Your data is secure, transformed, and ready for exploration in Snowflake's internal tables. The modern enterprise thrives on real-time insights, and this pipeline delivers just that.

This video covers the above pipeline from scratch with in-depth intuition..

Prerequisite:
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Building Serverless Data Stream pipeline using Kinesis data streams and Firehose for Snowflake
   • Building Serverless Data Stream pipel...  
An automated data pipeline using Lambda, S3 and Glue - Big Data with Cloud Computing
   • An automated data pipeline using Lamb...  
Build and automate Serverless DataLake using an AWS Glue , Lambda , Cloudwatch
   • Build and automate Serverless DataLak...  

Code:
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https://github.com/SatadruMukherjee/D...

Check this playlist for more Data Engineering related videos:
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Messaging Made Easy: AWS SQS Playlist
   • Messaging Made Easy: AWS SQS Playlist  

Snowflake Complete Course from scratch with End-to-End Project with in-depth explanation--
https://doc.clickup.com/37466271/d/h/...

Explore our vlog channel:
https://www.youtube.com/@funwithourfa...

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