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[Meta] Datapipes for Training Checklist #52

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8 of 15 tasks
jacobbieker opened this issue Sep 7, 2022 · 2 comments
Open
8 of 15 tasks

[Meta] Datapipes for Training Checklist #52

jacobbieker opened this issue Sep 7, 2022 · 2 comments
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enhancement New feature or request

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@jacobbieker
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jacobbieker commented Sep 7, 2022 •
edited

This is the steps needed to make Datapipes work for training as well as production, which was covered in #18. As part of that, these functions for training have already been completed:

  1. Loading of basic raw data
  2. Transform data and normalization

TODO

Loading

  • Load ERA5 NWP
  • Load GFS NWP
  • Load new RSS imagery
  • Load new Topographic Data (Copernicus topo maps)
  • Load from HuggingFace Datasets

Selecting

  • Tests for selecting time periods, including support for t0 offsets
  • T0 offset time picker
  • T0 picker

Transform
@jacobbieker jacobbieker added the enhancement New feature or request label Sep 7, 2022
@peterdudfield
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peterdudfield commented Sep 30, 2022 •
edited

Ive added a training pipe lines in https://github.com/openclimatefix/ocf_datapipes/blob/main/ocf_datapipes/training/nwp_pv.py and it seems to work. It only loads PV and a reduce NWP dataset

@jacobbieker
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@dfulu added the offsets in #194 #192

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@jacobbieker @peterdudfield