microsoft / microsoft/GlobalMLBuildingFootprints
File optimization - coordinate decimal places
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- Dominant language
- Python
- Stars
- 2k
- Forks
- 277
- PR merge metrics
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Description
A small optimization that I'm sure many would appreciate is to round all coordinates to 6 decimal places. That would be in the low centimeters in terms of accuracy. Currently there appears to be 15 decimal places in the coordinates which would be smaller than a proton.
As a test I ran a simple find and replace using this regular expression on the Maldives file:
Search: ([-0-9]+\.[0-9]{6})[0-9]+\s*,\s*([-0-9]+\.[0-9]{6})[0-9]+
Replace: $1,$2
And saw the following savings:
- Original file size 3.7MB compressed (15MB uncompressed)
- Modified file size: 1.38MB (10MB uncompressed)
By making the files smaller, it becomes easier and faster to work with, while also lowering costs. When multiplied by all those who use this, this would also reduce carbon footprint of data processing related to this data, and better align with Microsoft's sustainability initiatives.
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
Start with the Maldives file and the regular expression shown in the issue, then inspect how coordinate data is produced and distributed across the repository. Verify the precision change preserves usable footprint accuracy and measure compressed and uncompressed sizes; done means the relevant files use six decimal places without breaking consumers.
Written by the indexing model from the issue text.
Assessment
- Domain
- data, performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100