Migrate data from Google Cloud Storage to Amazon S3 using AWS Glue
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This article explains how to migrate data from Google Cloud Storage to Amazon S3 using a new AWS Glue connector.
- New AWS Glue connector enables bi-directional data movement between Google Cloud Storage and Amazon S3
- Connector uses Spark DataSource API and Hadoop FileSystem interface with Google Cloud Storage Connector for Hadoop
- Requires GCP service account keys, AWS Secrets Manager secret, and appropriate IAM roles
- Subscribe to connector via AWS Marketplace, then create custom connection in AWS Glue
- Configure AWS Glue job with connection details, GCS URI, and file format parameters
- Scale using Data Processing Units (DPU) and AWS Glue Auto Scaling for variable workloads
- Note: AWS DataSync or Amazon EMR may be better alternatives for specific use cases
The connector simplifies cloud-agnostic data integration, enabling portable data workflows across Google Cloud and AWS environments.
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