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Status Not under consideration
Created by Guest
Created on Jun 13, 2019

IA Semi-Structured Data Support

Currently, when ingesting Hive table metadata into Information Server using Metadata Asset Manager, if the Hive tables have complex data types that contain embedded data structures, such as an array of structs, the complex data is imported as a single STRING attribute instead of the complex data type itself, such as an array with a struct that also has embedded attributes. This limited representation of Hive complex data types within Information Server has the following impact on our ability to gain value from the data lake data within Information Server –

For context, let’s take the Example entity, example_detls, which has the attribute Example Details History, which is a complex attribute that is an ARRAY of STRUCTS with the embedded attributes such as Example Code 1, EXAMPLE1_CD, and Example Code 2, EXAMPLE2_CD.

  1. Within Information Analyzer, we are not able to effectively bind data validation rules to the embedded struct elements, such as EXAMPLE1_CD, limiting our ability to perform data quality via Information Analyzer.
  2. Within Information Governance Catalog, we are not able to effectively search for the embedded elements, classification, see the lineage, or just casually drill down when visualizing the element.
  3. We are also not able to effectively perform data profiling on the embedded struct elements.

 

Another thing to note is that the presentation of the Native Type attribute in IGC, which does attempt to display the complex data type metadata as is, often truncates that metadata during presentation. This truncation makes the metadata of little use.

Needed by Date Sep 1, 2019
  • ADMIN RESPONSE
    Sep 28, 2020

    Thank you for your idea. All enhancements requests will be considered for IBM Watson Knowledge Catalog moving forward.