AWS GLUE Complete ETL Project Demo| Load Data from AWS S3 to Amazon RedShift(Data engineer Project)
#AWS GLUE
Complete ETL project which used S3,AWS Glue, Pyspark, Athena, Redshift and also scheduler .
we create Glue Crawler ,Glue ETL script and design automatic workflow. you learn complete workflow.
Code available in below GitHub link.
https://github.com/saurabhgarg013/My_...
Amazon Glue Tutorial
complete Amazon Glue Project Tutorial in Hindi and English mix.
this video is long but very useful. you can learn how to write Glue ETL script
which read data from s3 and insert into redshift using AWS GLUE PYSPARK
and along with that you will learn about Glue Pyspark Code.
Below are the topics covered in the video:
AWS Crawler
AWS Glue ETL script
AWS Glue Workflow
AWS Glue with Redshift
AWS GLUE Concept
AWS Glue: Read CSV Files From AWS S3 Without Glue Catalog
AWS Glue: Insert data into Redshift Without Glue Catalog
AWS s3 + Glue +Athena
AWS s3 + Glue +Redshift
Pyspark Concept
Glue Dynamic Frame concept
Components of AWS Glue
Data catalog
Database
Crawler and Classifier
Glue Job
Trigger and workflow
Troubleshoot the AWS Glue error "VPC S3 endpoint validation failed
Setting up an S3 VPC gateway endpoint
To set up an S3 VPC gateway endpoint, follow these steps:
Open the Amazon VPC console.
In the navigation pane, choose Endpoints.
Choose Create Endpoint.
For Service Name, select com.amazonaws.us-east-1.s3. Be sure that the Type column indicates Gateway.
Note: Be sure to replace us-east-1 with the AWS Region of your choice.
For VPC, select the VPC where you want to create the endpoint.
For Configure route tables, a route to the S3 VPC endpoint is automatically added.
For Policy, leave the default option Full Access.
Choose Create Endpoint.
AWS GLUE ETL AND REDSHIFT RELATED DATA ENGINEERING VIDEOS.
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What you'll learn:
✔️ AWS S3 – Best Practices
✔️ AWS Lambda - Best Practices
✔️ AWS Database - Best Practices
✔️ AWS Glue – ETL pipelines using PySpark
✔️ Amazon EMR – Big Data processing with Spark
✔️ Amazon Redshift – Data Warehousing concepts
✔️ Apache Airflow (MWAA) – Workflow orchestration
✔️ AWS Step Functions – Pipeline automation
✔️ Real-time & Batch Data Flow
✔️ Complete Project Architecture explained
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