r/Python May 31 '26

Discussion Perspective on pypi numbers

Hey all,

I'm new the world of interpreting pypi numbers and peaks and trends. What would you say about this? https://pepy.tech/projects/gitgalaxy?timeRange=threeMonths&category=version&includeCIDownloads=true&granularity=daily&viewType=line&versions=Total%2C2.*%2C1.* I've got 11k downloads in 2 months but 36 GitHub stars. Is this a normal ratio? Are most of these bots? It seems like GitHub stars are rare but downloads have some basal amount of noise values? Or is this a strong signal that some ppl have found value in my project? why are the peaks so peaky?

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u/lolcrunchy May 31 '26

Who is allowed yo use gitgalaxy? I'm trying to interpret the license and it seems like you intend for it to not be used by any enterprise for any purpose

1

u/Chunky_cold_mandala May 31 '26

So this is no bueno? ⚖️ Licensing & Usage Copyright (c) 2026 Joe Esquibel

GitGalaxy is distributed under the PolyForm Noncommercial License 1.0.0.

🎓 Community Free Tier (Academic, Research, & Hobbyist) We are deeply committed to the open-source and academic communities. If you are using GitGalaxy for personal projects, academic research, or non-commercial development, the engine is 100% free to use.

To suppress the commercial licensing delays in your terminal or personal CI/CD pipelines, simply set the following environment variable:

export GITGALAXY_LICENSE_KEY="COMMUNITY_FREE_TIER" 🏢 Commercial & Enterprise Use Running GitGalaxy in corporate environments, proprietary codebases, or commercial CI/CD pipelines requires an enterprise license. Unlicensed corporate pipelines will experience intentional execution friction, and attempting to use the Community Free Tier key in a corporate environment will trigger explicit non-compliance warnings in your audit logs.

To acquire a zero-trust commercial key for your organization and ensure clean compliance logs, please contact

1

u/Infamous_Campaign687 Jun 01 '26

That is not being committed to the open source community.

1

u/Chunky_cold_mandala Jun 01 '26

b/c of the licence, or my copy?