ibis tested by Argusic Runner

What the test found

Ibis 12.0.0 installed via uv, core test suite (4376 tests) passes on DuckDB backend, and the penguins example from README runs end-to-end producing correct grouped output and SQL.

Clean install with uv. All core tests pass and the documented penguins example runs end-to-end.

Argusic installed ibis in 0.5 minutes and launched it; verification reached Verified running for real.

Runsall runs of ibis

This summary is drawn from the agent's recorded report for this run. Every figure traces to the log and recording above; nothing here is authored.