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  • Excel (XLS/XLSX)

    Tip

    Tip: You may import multiple worksheets from a single workbook at one time. See Import Excel Data.


  • CSV
  • JSON, including nested

    Info

    NOTE:

    D s product
    requires that JSON files be submitted with one valid JSON object per line. Consistently malformed JSON objects or objects that overlap linebreaks might cause import to fail. See Initial Parsing Steps.


  • Plain Text
  • LOG
  • TSV
  • Parquet

    Info

    NOTE: When working with datasets sourced from Parquet files, lineage information and the $sourcerownumber reference are not supported.



  • XML

    Info

    NOTE: XML files can be ingested as unstructured text. XML support is not enabled by default. For more information, please contact

    D s proserv
    .



  • Avro

 




For more information on data is handled initially, see Initial Parsing Steps.

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  • Parquet

    Info

    NOTE: The

    D s photon
    and Spark running environments apply Snappy compression to this format.

     







Compression Algorithms

 

 

 

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Info

NOTE: Import of a compressed file whose underlying format is binary, such as Excel or PDF, is not supported.


Info

NOTE: Importing a compressed file with a high compression ratio can overload the available memory for the application. In such cases, you can decompress the file before uploading.

If decompression fails, you should contact your administrator about increasing the Java Heap Size memory.

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Info

NOTE: GZIP files on Hadoop are not split across multiple nodes. As a result, jobs can crash when processing it through a single Hadoop task. This is a known issue with GZIP on Hadoop.

Where possible, limit the size of your GZIP files to 100 MB of less, or use BZIP2 as an alternative compression method. As a workaround, you can try to run the job on the unzipped file. You may also disable profiling for the job. See Run Job Page.



Read Native File Formats

 



 GZIPBZIPSnappy
CSV SupportedSupportedSupported
JSONSupportedSupportedSupported
Avro  

Supported
Hive  

Supported

 

 





  

 

 




  


Write Native File Formats



 GZIPBZIPSnappy
CSVSupportedSupportedSupported
JSONSupportedSupportedSupported
Avro  

Supported; always on
Hive  

Supported; always on

 

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Additional Configuration for File Format Support

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