Amazon SageMaker Data Wrangler has a collection of transformations and visualization specific for handling and preparing time series, as documented here.
As for the integration with Amazon Forecast, you can use Data Wrangler to prepare the data in the right format for using with Forecast. You can check this blog to review a typical workflow.
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