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Improve Payload and apply to more data modality #810

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hunterhector opened this issue May 25, 2022 · 0 comments · Fixed by #828
Closed

Improve Payload and apply to more data modality #810

hunterhector opened this issue May 25, 2022 · 0 comments · Fixed by #828
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topic: data Issue about data loader modules and data processing related topic: infra Core infrastructure related issues. topic: ontology All issues related to ontologies in core, top and base_ontology

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@hunterhector
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hunterhector commented May 25, 2022

Is your feature request related to a problem? Please describe.
We created Payload ontology when supporting vision data, yet this concept can be used for Audio and text too, which will allow we supporting multiple payloads per data pack.

Consider this an optional task for the 0.3 milestone

Describe the solution you'd like

  1. Double check Payload implementation to make sure it is flexible for more modalities
  2. Create one more layer of ontology supporting different modalities of payload (i.e. ImagePayload, TextPaylod), and make sure these ontology definitions define enough metadata (such as original media type, etc.)
  3. Create utilities to load from disk and cache internally
  4. Index payloads to make sure they can be accessed (named payload would be good too)

Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.

Additional context
Add any other context or screenshots about the feature request here.

@hunterhector hunterhector added this to the 0.3 interface clearance milestone May 25, 2022
@hunterhector hunterhector added topic: data Issue about data loader modules and data processing related topic: ontology All issues related to ontologies in core, top and base_ontology topic: infra Core infrastructure related issues. labels May 25, 2022
@hepengfe hepengfe self-assigned this Jun 8, 2022
@mylibrar mylibrar linked a pull request Jun 29, 2022 that will close this issue
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Labels
topic: data Issue about data loader modules and data processing related topic: infra Core infrastructure related issues. topic: ontology All issues related to ontologies in core, top and base_ontology
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