[GitHub] [beam] damccorm opened a new issue, #21159: Integrate TFRecord/tf.train.Example with Beam Schemas and the DataFrame API

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damccorm opened a new issue, #21159:
URL: https://github.com/apache/beam/issues/21159

   See discussion in BEAM-12955
   
   Imported from Jira [BEAM-13150](https://issues.apache.org/jira/browse/BEAM-13150). Original Jira may contain additional context.
   Reported by: bhulette.


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[GitHub] [beam] rclough commented on issue #21159: Integrate TFRecord/tf.train.Example with Beam Schemas and the DataFrame API

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rclough commented on issue #21159:
URL: https://github.com/apache/beam/issues/21159#issuecomment-1167484445

   Related to, but not sufficiently addressed by #21171, additional context in original ticket. To summarize:
   
   TF Records/TF Example is a special protobuf input type that's more flexible, and often accompanied by a schema, or metadata that can be used to infer schema data. It would be really helpful if beam could read this data format and integrate it with other schema-aware tools such as the DataFrame API or other things like beam SQL, since it's a reasonably popular format for machine learning workloads


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