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Deploy Aureon OS (deploy/selfhost stack: nginx edge + fusion API x2 + console + HNC organ + redis + postgres; paper mode) (part 19)
da0ce7b verified | #!/usr/bin/env python3 | |
| """\ | |
| 🧠 Reset Learned Analytics (AdaptiveLearningEngine) | |
| Why: | |
| - The Learned analytics is currently using trade outcomes from an earlier tuning/training era. | |
| - When you change the strategy objective (e.g., “net pennies after costs”), old outcomes can poison gating. | |
| What this does: | |
| - Creates a timestamped backup of `adaptive_learning_history.json`. | |
| - Resets the file to an empty trade list and empty thresholds so current defaults apply. | |
| Safe by default: | |
| - Requires `--yes` to actually modify anything. | |
| Usage: | |
| python scripts/reset_learned_analytics.py --yes | |
| Optional: | |
| python scripts/reset_learned_analytics.py --yes --reason "penny-profit regime reset" | |
| """ | |
| from __future__ import annotations | |
| from aureon_baton_link import link_system as _baton_link; _baton_link(__name__) | |
| import argparse | |
| from learned_analytics_reset import reset_learned_analytics | |
| def main() -> int: | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument('--yes', action='store_true', help='Actually perform the reset (required).') | |
| parser.add_argument('--file', default='adaptive_learning_history.json', help='Path to learning history JSON.') | |
| parser.add_argument('--reason', default='manual reset', help='Reason recorded into the reset file.') | |
| parser.add_argument('--regime-tag', default='penny_profit_v1', help='Regime tag to make startup reset idempotent.') | |
| args = parser.parse_args() | |
| path = args.file | |
| if not args.yes: | |
| print('❌ Refusing to reset without --yes') | |
| print(f' Target file: {path}') | |
| return 2 | |
| result = reset_learned_analytics( | |
| history_path=path, | |
| reason=args.reason, | |
| regime_tag=args.regime_tag, | |
| archive=True, | |
| ) | |
| if not result.did_reset: | |
| print(f'❌ Reset failed: {result.error or "unknown error"}') | |
| return 1 | |
| if result.backup_path: | |
| print(f'📦 Archived existing learned history → {result.backup_path}') | |
| print(f'✅ Reset learned analytics: {path}') | |
| print(' - trades: 0') | |
| print(' - thresholds: defaults will be used on next startup') | |
| print(' Restart the bot process to pick up the reset.') | |
| return 0 | |
| if __name__ == '__main__': | |
| raise SystemExit(main()) | |