Pvnet

[dfulu]

Pull Request

Description

This pull completes the pvnet pipeline. All pvnet pipeline components are in training/pvnet.py and tests have also been added.

Additional changes:

• Minor fix and restructure in AddSunPositionIterDataPipe to account for bug
• Increase the number of steps in the test NWP data to allow end-to-end testing of PVNet pipeline with dropout
• Allow config to take a list of zarr paths for the satellite data rather than just a single path of pattern

Checklist:

• [ ] My code follows OCF's coding style guidelines
• [x] I have performed a self-review of my own code
• [ ] I have made corresponding changes to the documentation
• [x] I have added tests that prove my fix is effective or that my feature works
• [x] I have checked my code and corrected any misspellings

[codecov[bot]]

Codecov Report

Merging #197 (3780405) into main (0a27777) will decrease coverage by 0.11%. The diff coverage is 78.94%.

@@            Coverage Diff             @@
##             main     #197      +/-   ##
==========================================
- Coverage   81.13%   81.03%   -0.11%     
==========================================
  Files         127      128       +1     
  Lines        5280     5436     +156     
==========================================
+ Hits         4284     4405     +121     
- Misses        996     1031      +35     

Impacted Files	Coverage Δ
ocf_datapipes/load/satellite.py	86.95% <72.22%> (-4.28%)	:arrow_down:
ocf_datapipes/training/pvnet.py	79.05% <79.05%> (ø)
ocf_datapipes/training/common.py	95.06% <80.00%> (-0.48%)	:arrow_down:
...cf_datapipes/transform/numpy/batch/sun_position.py	84.00% <82.35%> (-1.08%)	:arrow_down:
ocf_datapipes/config/model.py	86.32% <100.00%> (ø)

... and 19 files with indirect coverage changes

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