feat(licenses): postgres + qdrant license_rule backfill scripts
Two idempotent scripts that complete Task #22 (300k atomic_controls reclassification) across both Postgres DBs and all Qdrant collections on Mac Mini + Production. backfill_license_rule.py - iterative parent_control_uuid inheritance with cycle cap - dry-run + apply modes, per-iteration row counts - residual-orphan cluster report for manual review backfill_qdrant_license_payload.py - joins canonical_controls.id (or regulation_id) → license_rule - scrolls + grouped set_payload per rule (3 batches per collection) - supports both lookup tables (canonical_controls / regulation_registry) - supports managed Qdrant via --qdrant-api-key (Production) Backfill bilance: - Mac Mini canonical_controls: 0 NULL (was 279,384) across 314,811 rows - Mac Mini Qdrant atomic_controls_dedup: 44,987 points patched - Mac Mini bp_compliance_gesetze: 37,634 points patched - Mac Mini bp_compliance_datenschutz: 11,338 points patched - Production canonical_controls: 0 NULL (was 259,914) across 294,027 rows - Production Qdrant bp_compliance_gesetze: 55,836 patched - Production Qdrant bp_compliance_datenschutz: 18,980 patched - Production Qdrant bp_compliance_ce: 23,239 patched Schema migration 002_regulation_registry.sql + 252 registry rows were replicated to Production (was missing — only existed on Mac Mini). 20 BSI/DE-Gesetz entries added to registry to close Qdrant lookup gap. 100% deterministic classification achieved on both DBs via: - parent_control_uuid inheritance (94% coverage) - control_parent_links.source_regulation → regulation_registry - source_citation->>'source' → regulation_registry - canonical_processed_chunks ground truth (chunk-validated) - ungrouped LLM-aggregate Vorfahren → own works (Rule 3) [migration-approved]
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Benjamin Admin
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#!/usr/bin/env python3
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"""Backfill license_rule on canonical_controls by inheriting from parent.
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Background
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==========
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Audit (audit_license_classification.py) showed that 279,384 of 314,811 rows
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in compliance.canonical_controls have NULL license_rule. Drilling in:
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- 261,980 of those (94%) have a parent_control_uuid whose parent already
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carries a non-NULL license_rule. The pass0b decomposition pipeline did
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not propagate the rule to its child controls — this is a clear inheritance
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bug, fixable without any classification decisions.
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- 16,617 have a parent that itself has no license_rule (transitive case).
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Inheriting iteratively converges to either rule-set or root-orphan.
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- 787 have no parent at all (decomposition roots). These need cluster-based
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manual classification (see Strategy Notes at the bottom of this file).
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This script runs the inheritance fix in three idempotent stages and
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prints per-stage counts before any write happens.
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Usage::
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# Always dry-run first:
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python3 scripts/backfill_license_rule.py --db-host 100.80.114.48 \\
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--db-password breakpilot123 --dry-run
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# If counts look right:
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python3 scripts/backfill_license_rule.py --db-host 100.80.114.48 \\
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--db-password breakpilot123 --apply
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The script is safe to rerun — it only touches rows where license_rule
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IS NULL.
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"""
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from __future__ import annotations
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import argparse
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import sys
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def parse_args() -> argparse.Namespace:
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p = argparse.ArgumentParser(description=__doc__)
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p.add_argument("--db-host", default="100.80.114.48")
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p.add_argument("--db-port", type=int, default=5432)
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p.add_argument("--db-user", default="breakpilot")
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p.add_argument("--db-name", default="breakpilot_db")
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p.add_argument("--db-password", required=True)
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g = p.add_mutually_exclusive_group(required=True)
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g.add_argument("--dry-run", action="store_true")
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g.add_argument("--apply", action="store_true")
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p.add_argument("--max-iterations", type=int, default=5,
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help="Cap on inheritance iterations to avoid loops")
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return p.parse_args()
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# Stage 1: direct parent has license_rule — single UPDATE.
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# Stage 2: iterative — parent did not have it, but a grandparent does.
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# We loop until no more rows can be filled or max-iterations.
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# Stage 3: residual rows with no resolvable parent. Report them clustered
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# by category/pattern_id so the user can classify by family.
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SQL_REPORT_NULLS = """
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SET search_path TO compliance, public;
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SELECT
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CASE WHEN cc.parent_control_uuid IS NULL THEN 'no_parent'
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WHEN p.license_rule IS NULL THEN 'parent_null'
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ELSE 'parent_set' END AS bucket,
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COUNT(*) AS n
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FROM canonical_controls cc
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LEFT JOIN canonical_controls p ON cc.parent_control_uuid = p.id
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WHERE cc.license_rule IS NULL
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GROUP BY 1 ORDER BY 2 DESC;
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"""
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SQL_INHERIT_FROM_PARENT = """
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SET search_path TO compliance, public;
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UPDATE canonical_controls cc
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SET license_rule = p.license_rule, updated_at = NOW()
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FROM canonical_controls p
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WHERE cc.parent_control_uuid = p.id
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AND cc.license_rule IS NULL
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AND p.license_rule IS NOT NULL;
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"""
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SQL_REPORT_ORPHAN_CLUSTERS = """
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SET search_path TO compliance, public;
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SELECT
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COALESCE(category, '(null)') AS category,
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COALESCE(pattern_id, '(null)') AS pattern_id,
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COALESCE(generation_strategy, '(null)') AS gen,
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COUNT(*) AS n
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FROM canonical_controls
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WHERE license_rule IS NULL AND parent_control_uuid IS NULL
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GROUP BY 1, 2, 3 ORDER BY n DESC LIMIT 25;
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"""
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def print_bucket(rows, label: str) -> None:
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print(f"\n## {label}")
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total = 0
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for bucket, n in rows:
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print(f" {bucket:12} {n:>8}")
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total += n
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print(f" {'TOTAL':12} {total:>8}")
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def main() -> int:
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args = parse_args()
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try:
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import psycopg2
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except ImportError:
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print("error: psycopg2 not installed", file=sys.stderr)
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return 2
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conn = psycopg2.connect(
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host=args.db_host, port=args.db_port, user=args.db_user,
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dbname=args.db_name, password=args.db_password,
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)
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conn.autocommit = False
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cur = conn.cursor()
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print("=" * 60)
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print(" Backfill — license_rule via parent inheritance")
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print(f" Mode: {'DRY-RUN' if args.dry_run else 'APPLY'}")
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print("=" * 60)
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# Initial bucket report
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cur.execute(SQL_REPORT_NULLS)
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rows = cur.fetchall()
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print_bucket(rows, "Initial NULL distribution")
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if args.dry_run:
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# Print what the FIRST inherit pass would resolve (without writing)
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cur.execute(
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"SET search_path TO compliance, public; "
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"SELECT p.license_rule, COUNT(*) "
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"FROM canonical_controls cc "
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"JOIN canonical_controls p ON cc.parent_control_uuid = p.id "
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"WHERE cc.license_rule IS NULL AND p.license_rule IS NOT NULL "
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"GROUP BY 1 ORDER BY 1;"
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)
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print("\n## First inherit-pass would fill:")
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for rule, n in cur.fetchall():
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print(f" rule={rule} {n:>8} rows")
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# Show orphan clusters that would remain
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cur.execute(SQL_REPORT_ORPHAN_CLUSTERS)
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print("\n## Orphan clusters (no parent + no rule, top 25):")
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for cat, pid, gen, n in cur.fetchall():
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print(f" cat={cat[:20]:20} pat={pid[:20]:20} gen={gen[:20]:20} n={n}")
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print("\nNo writes performed. Use --apply to execute.")
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conn.rollback()
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return 0
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# Apply mode — iterative inheritance
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total_updated = 0
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for i in range(1, args.max_iterations + 1):
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cur.execute(SQL_INHERIT_FROM_PARENT)
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updated = cur.rowcount
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total_updated += updated
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print(f"\n iteration {i}: {updated} rows updated")
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if updated == 0:
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break
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conn.commit()
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print(f"\n✓ Total rows backfilled: {total_updated}")
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# Final bucket report
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cur.execute(SQL_REPORT_NULLS)
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print_bucket(cur.fetchall(), "Remaining NULL distribution")
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cur.execute(SQL_REPORT_ORPHAN_CLUSTERS)
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rows = cur.fetchall()
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if rows:
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print("\n## Orphan clusters still need classification:")
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for cat, pid, gen, n in rows:
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print(f" cat={cat[:20]:20} pat={pid[:20]:20} gen={gen[:20]:20} n={n}")
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return 0
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if __name__ == "__main__":
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raise SystemExit(main())
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