zenigame-fx-snapshot

To create experiment snapshots for rollback and comparison, run the snapshot_manager script with the create action. This generates atomic copies of Winners, Candidates, and Config data with SHA256 checksums and git metadata for reproducing runs across different GA iterations.

A snapshot manager ensures experiment reproducibility by creating atomic copies of Alpha Factory data including Winners, Candidates, and Config files. It validates integrity using SHA256 checksums and records git commit metadata to accurately restore previous experiment states.

To backup and restore Alpha Factory config and candidates, use the snapshot_manager script to create named snapshots. Restore specific snapshots to rollback experiments, compare results across iterations, and reproduce runs using the stored metadata and atomic copies.

Yes, managing snapshots requires the target storage layout including .cache/alpha_factory/runs with snapshot_meta.json and git metadata. The snapshot_manager script at scripts/alpha_factory/snapshot_manager.py relies on this structure to perform atomic copies and checksum validation.

Yes, you can list and delete experiment snapshots to manage storage across GA iterations. The snapshot manager supports creating, restoring, listing, and deleting snapshots of Winners, Candidates, and Config data while maintaining SHA256 checksums and git commit metadata.