Bug reports
Open a GitHub issue with input data shape, expected behavior, actual behavior, version, platform, and a minimal reproduction.
Arnio is maintained in public. GitHub is the source of truth for work, Discord is for faster conversation, and every merged contribution should leave the project easier to trust.
Support
Ask setup questions, coordinate contributor work, and get quick help before opening a large PR.
Open a GitHub issue with input data shape, expected behavior, actual behavior, version, platform, and a minimal reproduction.
Describe the workflow, user impact, proposed API, and whether it belongs in C++, Python, docs, or integrations.
Use Discord for quick questions. Use GitHub Discussions or issues when the answer should become searchable project knowledge.
Do not post secrets or private data in public issues. Report security-sensitive findings privately to the maintainer first.
Merged PRs are labeled with type, area, size, level, quality, and GSSoC labels so contributors receive clear credit and maintainers can audit the release history.
| Label family | Meaning |
|---|---|
type:* | Bug, feature, docs, testing, performance, refactor, devops, security, or design. |
area:* | CSV parser, C++ core, Python API, quality, schema, pandas interop, docs, benchmarks, website, CI/packaging. |
size:* | Rough implementation size from tiny to large. |
level:* | Contributor scoring level for merged GSSoC work. |
quality:clean | Applied to merged work that is scoped, tested, and easy to maintain. |
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