#!/usr/bin/env python3 """Build row-level Shadbala closure packet for Sthana and Kala. This packet explains formula/unit blockers. It deliberately does not select an absolute school variant or tune runtime scoring. """ from __future__ import annotations import hashlib import json from collections import Counter from pathlib import Path from typing import Any ROOT = Path(__file__).resolve().parents[1] JOINED = ROOT / "references/oracle/shadbala_component_joined_closure_packet_2026_07_21.json" FORMULA = ROOT / "references/oracle/formula_source_knowledge_base_2026_07_19.json" HARD = ROOT / "references/oracle/shadbala_hard_component_arbitration_2026_07_22.json" OUTPUT = ROOT / "references/oracle/shadbala_component_closure_batch2_2026_07_23.json" TARGETS = ("sthana", "kala") def _load(path: Path) -> dict[str, Any]: return json.loads(path.read_text(encoding="utf-8")) def _stable_json(data: Any) -> str: return json.dumps(data, ensure_ascii=False, sort_keys=True, separators=(",", ":")) def _formula_map() -> dict[str, dict[str, Any]]: data = _load(FORMULA) return { row["component"]: row for row in data["formulas"] if row.get("family") == "Shadbala" and row.get("component") in TARGETS } def _hard_map() -> dict[str, dict[str, Any]]: data = _load(HARD) return {row["component"]: row for row in data.get("components", []) if row.get("component") in TARGETS} def _max_delta(values: dict[str, Any]) -> float | None: numbers = [float(v) for v in values.values() if isinstance(v, (int, float))] if len(numbers) < 2: return None return round(max(numbers) - min(numbers), 6) def _closure_status(component: str, source_bucket: str) -> str: if component == "sthana": if source_bucket == "method_variant": return "method_variant_dignity_policy_unresolved" return "formula_mismatch_sthana_subcomponent_unresolved" if component == "kala": return "formula_mismatch_kala_subcomponent_unresolved" return source_bucket def _subcomponent_queue(component: str) -> list[str]: if component == "sthana": return [ "moolatrikona_degree_range", "own/exaltation/debilitation dignity table", "saptavargaja/varga dignity inclusion", "ojayugmarasyamsa odd-even sign rule", "kendradi/drekkana subcomponent inclusion", ] if component == "kala": return [ "natonnata/day-night strength", "paksha bala", "tribhaga/day-part strength", "year/month/day/hora lord strength", "ayana bala", "sunrise/sunset and local apparent time contract", ] return [] def _next_evidence(component: str) -> str: if component == "sthana": return "Split Sthana into named subcomponents, pin dignity/Moolatrikona/varga tables, then compare public numeric worked examples subcomponent-by-subcomponent." if component == "kala": return "Split Kala into sunrise/day-night/paksha/tribhaga/lord/ayana subcomponents and compare with raw-backed examples using the same local-time contract." return "Collect more source-cited numeric evidence." def build() -> dict[str, Any]: joined = _load(JOINED) formulas = _formula_map() hard = _hard_map() rows = [] for source in joined["joined_rows"]: component = source.get("component") if component not in TARGETS: continue formula = formulas[component] hard_component = hard[component] values = source.get("normalized_values_virupa", {}) rows.append( { "ticket_id": source["ticket_id"], "planet": source["planet"], "component": component, "canonical_component": source["canonical_component"], "unit_contract": formula["unit_contract"], "source_formula": formula["formula_id"], "source_evidence": formula["source_evidence"], "known_variants": formula["known_variants"], "subcomponent_queue": _subcomponent_queue(component), "normalized_values_virupa": values, "max_delta_virupa": _max_delta(values), "source_bucket": source["closure_bucket"], "closure_status": _closure_status(component, source["closure_bucket"]), "dominant_issue": hard_component["dominant_issue"], "blocked_reason": hard_component["blocked_reason"], "claim_upgrade": "none", "truth_matrix_allowed": False, "production_tuning_allowed": False, "next_evidence": _next_evidence(component), "claim_boundary": "Row-level explanatory partial only; do not select an absolute Sthana/Kala Shadbala formula from this packet.", } ) by_component = Counter(row["component"] for row in rows) by_status = Counter(row["closure_status"] for row in rows) packet = { "scope": "shadbala_component_closure_batch2", "created_at": "2026-07-23", "claim_status": "component_explanatory_partial", "truth_matrix_allowed": False, "production_tuning_allowed": False, "source_packets": { "joined_closure": str(JOINED.relative_to(ROOT)), "formula_source_knowledge_base": str(FORMULA.relative_to(ROOT)), "hard_component_arbitration": str(HARD.relative_to(ROOT)), }, "source_packet_hashes": { "joined_closure_sha256": hashlib.sha256(JOINED.read_bytes()).hexdigest(), "formula_source_knowledge_base_sha256": hashlib.sha256(FORMULA.read_bytes()).hexdigest(), "hard_component_arbitration_sha256": hashlib.sha256(HARD.read_bytes()).hexdigest(), }, "summary": { "target_components": list(TARGETS), "row_count": len(rows), "component_counts": dict(sorted(by_component.items())), "closure_status_counts": dict(sorted(by_status.items())), "absolute_truth_upgrade_count": 0, "blocked_or_unresolved_row_count": len(rows), }, "rows": rows, "packet_hash": hashlib.sha256(_stable_json(rows).encode("utf-8")).hexdigest(), "boundary": ( "Batch 2 advances Sthana/Kala from hard-component summary to row-level " "formula blocker explanations. All rows remain unresolved until " "subcomponent formula sources and numeric worked examples close." ), } return packet def main() -> int: packet = build() OUTPUT.write_text(json.dumps(packet, ensure_ascii=False, indent=2, sort_keys=True) + "\n", encoding="utf-8") print(json.dumps(packet, ensure_ascii=False, sort_keys=True)) return 0 if __name__ == "__main__": raise SystemExit(main())