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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

youssefmrini
by Databricks Employee
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  • 1 replies
  • 2 kudos
  • 2396 Views
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youssefmrini
Databricks Employee
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Clone can now be used to create and incrementally update Delta tables that mirror Apache Parquet and Apache Iceberg tables. You can update your source Parquet table and incrementally apply the changes to their cloned Delta table with the clone comman...

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sarvesh
by Contributor III
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  • 5 replies
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Catch rejected Data ( Rows ) while reading with Apache-Spark.

I work with Spark-Scala and I receive Data in different formats ( .csv/.xlxs/.txt etc ), when I try to read/write this data from different sources to a any database, many records got rejected due to various issues like (special characters, data type ...

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-werners-
Esteemed Contributor III
  • 8 kudos

or maybe schema evolution on delta lake is enough, in combination with Hubert's answer

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