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delta_lake

  • File based format

features

  • ACID transaction guarantees
  • scalable data / metadata handling
  • audit history and time travel
  • schema enforcement / schema evolution
  • supports for delete / updates / merges
  • unified streaming / batch data processing
  • compatible with apache_spark
  • uses delta tables

References