ibis tested by Argusic Runner

What the test found

Ibis 12.0.0 is installed and running with the DuckDB backend. Core test suite (4392 tests) and DuckDB backend test suite (137 tests) all pass. README examples for dataframe operations, SQL compilation, and mixed Python+SQL queries work correctly using the penguins dataset.

All core and DuckDB backend tests pass. Cross-backend tests produce expected errors for backends not configured (bigquery, polars, pyspark, exasol). README examples verified end-to-end with real DuckDB backend and real penguins dataset.

Argusic installed ibis in 45 minutes and launched it; verification reached Verified running for real. 3 of 3 recorded errors were worked through (see the timeline below).

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.