"""One-time re-classification of water-heating overrides funnelled into house coal. #1376 / ADR-0043: with no biomass / wood / dual-fuel / biodiesel water fuel in the taxonomy, the LLM classified those DHW descriptions (and the "no system / electric immersion assumed" case) to ``"From main system, house coal"`` (fuel 33). On an individual-main dwelling that scores hot water at ~14x the carbon of biomass; on a community-main dwelling the score is already right but the stored value lies. The live classifier now applies ``water_heating_guard`` deterministically (so new intakes are correct); this fixes the rows written before it. The **same guard** decides the correction here, so the backfill and the live path cannot drift. Updates the TEXT ``property_overrides.override_value`` (what the modelling reads — the immediate fix) unconditionally. The ``landlord_water_heating_overrides.value`` classifier cache is a ``water_heating`` **pgEnum**; the four new archetypes are FE-owned values, so their cache writes are **deferred** until the Drizzle migration adds them (the Class-A/B pattern). ``Electric immersion, electricity`` and ``From main system, house coal`` are existing enum members and update the cache. DRY-RUN BY DEFAULT: prints the counts it would change and writes nothing. Pass ``--apply`` to execute inside a transaction. Idempotent — only rows whose stored value differs from the target member are touched. """ from __future__ import annotations import argparse from collections.abc import Iterable from sqlalchemy import Connection, text from domain.epc.property_overrides.water_heating_guard import water_heating_guard from scripts.e2e_common import build_engine, load_env def water_heating_corrections( stored: Iterable[tuple[str, str]], ) -> dict[str, str]: """``(description, stored override_value)`` → the faithful archetype value, for the descriptions the water-heating guard resolves whose stored value differs. Descriptions the guard defers (mains gas, electricity, …), genuine house-coal rows, and rows already on the target are omitted, so re-running against corrected data is a no-op.""" corrections: dict[str, str] = {} for description, value in stored: member = water_heating_guard(description) if member is not None and value != member.value: corrections[description] = member.value return corrections _DISTINCT = text( """ SELECT DISTINCT lower(original_spreadsheet_description) AS description, override_value AS value FROM property_overrides WHERE override_component = 'water_heating' """ ) _OVERRIDES_UPDATE = text( """ UPDATE property_overrides SET override_value = :new_value WHERE override_component = 'water_heating' AND lower(original_spreadsheet_description) = :description AND override_value <> :new_value """ ) _OVERRIDES_COUNT = text( """ SELECT count(*) FROM property_overrides WHERE override_component = 'water_heating' AND lower(original_spreadsheet_description) = :description AND override_value <> :new_value """ ) _CACHE_UPDATE = text( """ UPDATE landlord_water_heating_overrides SET value = :new_value, updated_at = now() WHERE lower(description) = :description AND value::text <> :new_value """ ) _ENUM_VALUES = text( "SELECT e.enumlabel FROM pg_enum e JOIN pg_type t ON t.oid = e.enumtypid " "WHERE t.typname = 'water_heating'" ) def reclassify(conn: Connection, *, apply: bool) -> tuple[int, set[str]]: """Re-map house-coal water-heating overrides onto their faithful archetypes. Returns the number of ``property_overrides`` rows found and the set of target values the live ``water_heating`` pgEnum does not yet carry (cache-deferred until the FE migration).""" stored = [(r.description, r.value) for r in conn.execute(_DISTINCT)] enum_values = {r[0] for r in conn.execute(_ENUM_VALUES)} total = 0 deferred: set[str] = set() for description, new_value in water_heating_corrections(stored).items(): params = {"description": description, "new_value": new_value} total += conn.execute(_OVERRIDES_COUNT, params).scalar() or 0 in_enum = new_value in enum_values if not in_enum: deferred.add(new_value) if apply: conn.execute(_OVERRIDES_UPDATE, params) if in_enum: conn.execute(_CACHE_UPDATE, params) return total, deferred def main() -> None: load_env() parser = argparse.ArgumentParser(description=__doc__) parser.add_argument( "--apply", action="store_true", help="execute the updates (default: dry-run, writes nothing)", ) args = parser.parse_args() engine = build_engine() with engine.begin() as conn: conn.execute(text("SET statement_timeout = 120000")) total, deferred = reclassify(conn, apply=args.apply) verb = "re-classified" if args.apply else "would re-classify" print( f"{verb} {total} water-heating override row(s) off the house-coal dumping " "ground onto faithful biomass / wood / dual-fuel / biodiesel / immersion " "archetypes (property_overrides / TEXT — what the modelling reads)." ) if deferred: print( f"\n{len(deferred)} target value(s) NOT yet in the water_heating " "pgEnum — their classifier-cache rows are deferred until the FE-repo " "enum migration adds these members (property_overrides was still " "updated, which is what the modelling reads):" ) for value in sorted(deferred): print(f" {value!r}") if not args.apply: print("\nDRY-RUN — nothing written. Re-run with --apply to execute.") if __name__ == "__main__": main()