How to set up a data pipeline from multiple data sources into AWS

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Hi,

I am trying to set up a data pipeline from multiple data source to my end point in AWS. The end point in AWS could be S3 or Redshift. Has anybody implemented something similar? Also where should the data wrangling be happening-is it possible to do data wrangling with apigee using python and then ingest data in AWS services?

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