Is there any querying value in separating out values tied to each
other vs. keeping them in a serialized object? I am guessing the
second option would be much faster considering it is one composite
value on the disk, but I would like to know if there are any specific
advantages to doing things the other way. Thanks.
The values themselves are very small, basic information in String.

Eg:

DocInfo: <docId><type> = value1
DocInfo: <docId><priority> = value2
DocInfo: <docId><etcetc> = value3


Vs

DocInfo: docId = value (JSON(type, priority, etcetc))

Thank you.

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