openclimatefix / openclimatefix/nwp-consumer
Determine effectiveness of chunking schemes and zipping on data reading efficiency
Open
Nobody has claimed this yet.
software-ideas
- Dominant language
- Python
- Stars
- 17
- Forks
- 10
- Avg merge
- 1h 46m
- Merged PRs (30d)
- 1
Description
Be interesting to have a benchmark on how much quicker/slower it is working with data in different chunking schemes and file layouts and schemes.
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue names no files, tests, or entry points; first locate the code that reads NWP data and review how chunking, file layouts, and zipping are currently handled. Define representative benchmark cases and compare their data-reading speed, with the benchmark results documenting which schemes are faster or slower.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100