SQL ETL Aurora Redshift S3

AWS Redshift AWS EMR AWS S3 AWS Glue AWS DMS

Athena EMR Sagemaker Redshift S3 Lambda

Step Functions Lambda SNS SQS S3

JSON XML Python PySpark Bash

Kinesis Glue Redshift S3 AWS

PySpark S3 EMR Redshift Java

DataBricks RedShift S3 python SQL

Python GCP AWS SQL Spark

Azure SQL Azure Purview Azure Stream Analytics Azure Event Hub AWS S3

NiFi Kafka Spark AWS like S3 EC2

EMR Glue S3 DocumentDB Redshift

Python PySpark Glue Redshift EMR

EC2 S3 Lambda Step Functions PostgreSQL

Amazon S3 Amazon Redshift AWS Glue ETL processes Python