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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Forum Posts

BenLambert
by Contributor
  • 986 Views
  • 1 replies
  • 1 kudos

When should you use the directory listing vs file notification

We are using Delta Live Tables for running ingestion pipelines and have come across the two options for the autoloader "file notification" vs "directory listing" this is reflected in the option cloudFiles.useIncrementalListing. We are wondering what ...

  • 986 Views
  • 1 replies
  • 1 kudos
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Anonymous
Not applicable
  • 1 kudos

@Bennett Lambert​ :The choice between using "file notification" vs "directory listing" for the autoloader in Delta Live Tables depends on your specific use case and requirements. Here are some general guidelines:Use file notification if you need real...

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THIAM_HUATTAN
by Valued Contributor
  • 1272 Views
  • 3 replies
  • 1 kudos

medium.datadriveninvestor.com

say, I want to download 2 files from this directory (dbfs:/databricks-datasets/abc-quality/") to my local filesystem, how do I do it?I understand that if those files are inside FileStore directory, it is much straightforward, which someone posts some...

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  • 1 kudos
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Pat
Honored Contributor III
  • 1 kudos

Hi @THIAM HUAT TAN​ ,isn't this dbfs://databricks-datasets Databricks owned s3:// mounted to the workspace? You got an error - 403 access denied to PUT files into the s3 bucket: https://databricks-datasets-oregon.s3.us-west-2.amazonaws.com you shoul...

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