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Editorial Team
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Editorial Team
Asked: May 13, 20262026-05-13T18:15:51+00:00 2026-05-13T18:15:51+00:00

I’m using DataNucleus as a JPA implementation to store my classes in my web

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I’m using DataNucleus as a JPA implementation to store my classes in my web application. I use a set of converters which all have toDTO() and fromDTO().

My issue is, that I want to avoid the whole DB being sent over the wire:

  • If I lazy load, the converter will try to access ALL the fields, and load then (resulting in very eager loading).
  • If I don’t lazy load, I’ll get a huge part of the DB, since user contains groups, and groups contains users, and so on.

Is there a way to explicitly load some fields and leave the others as NULL in my loaded class?
I’ve tried the DataNucleus docs with no luck.

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  1. Editorial Team
    Editorial Team
    2026-05-13T18:15:51+00:00Added an answer on May 13, 2026 at 6:15 pm

    Your DTOs are probably too fine-grained. i.e. dont plan to have a DTO per JPA entity. If you have to use DTOs then make them more coarse grained and construct them manually.

    Recently we have had the whole “to DTO or not to DTO, that is the question” discussion AGAIN. The requirement for them (especially in the context of a JPA app) is often no longer there, but one of the arguments FOR DTOs tends to be that the view has coarser data requirements.

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