Aire v0.4.2

• Fail closed when explicitly requested configuration is missing; mask nested
  credentials and gateway tokens in config inspection and reject unknown selectors.
• Preserve dataset record/metadata/lineage snapshots and tuple slicing across inputs, accessors and
  callbacks; fix zero-percent sampling and reject conflicting/invalid sample and
  split arguments before partitioning.
• Restore nested and overlapping execution contexts without accumulating bindings; replace scheduled
  handlers only after successful validation and reject infinite timing intervals.
• Add offline aire doctor --smoke, versioned pass/fail/skipped reports and
  --output/--config; use configured credentials for bounded live probes and
  close their clients without exposing provider/config payloads.
• Add core/optional repository audit profiles with incremental JSON evidence,
  per-check logs, bounded process groups with signal cleanup and latched source
  checks between commands. CI runs the
  same core audit and retains its reports even on failure.
• Synchronize contributor, CLI, capability, migration and publishing guidance.
  Preserve the four runtime dependencies and existing release integrity gates.

Install

python -m pip install aire-ai==0.4.2

The distribution is aire-ai; Python imports remain aire. The unrelated aire distribution is not this project.

Documentation · Capability contracts

Wheel/sdist hashes and source commit are attached in SHA256SUMS and provenance.json.