how to read delta lake format data for SageMaker training

0

I want to read data from Databricks output and format the data for SageMaker training

1개 답변
1

You have a couple of options:

  1. Amazon SageMaker DataWrangler. You can use Databricks as a data source in SageMaker Data Wrangler. This allows you to interactively query the data stored in Databricks using SQL, and preview data before importing it. Once the data is imported you can cleanse, engineer features, and prepare it for training. Please refer to the blog below for more information: https://aws.amazon.com/blogs/machine-learning/prepare-data-from-databricks-for-machine-learning-using-amazon-sagemaker-data-wrangler/
  2. AWS Glue: Assuming the Delta Lake table are stored in S3 you can build a Glue job to read, transform , and prepare the data for Sagemaker training. More info can be found here: https://docs.aws.amazon.com/glue/latest/dg/aws-glue-programming-etl-format-delta-lake.html
AWS
답변함 2년 전

로그인하지 않았습니다. 로그인해야 답변을 게시할 수 있습니다.

좋은 답변은 질문에 명확하게 답하고 건설적인 피드백을 제공하며 질문자의 전문적인 성장을 장려합니다.

질문 답변하기에 대한 가이드라인

관련 콘텐츠