Model/scripts/reclassify_hhrsh_storage.py

"""One-time re-classification of HHRSH overrides funnelled into old storage.

#1376 / ADR-0044: with no High Heat Retention archetype, the LLM classified
"Electric Storage Systems: High heat retention storage heaters" to
``"Electric storage heaters, old"`` (SAP 401) — scoring the *best* modern storage
as the *worst* old large-volume type. An audit found 111 such rows.

The live classifier now applies ``main_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_main_heating_system_overrides``
``value`` classifier cache is a ``main_heating_system`` **pgEnum**; the new HHRSH
archetype is an FE-owned value, so its cache write is **deferred** until the
Drizzle migration adds it (the Class-A/B pattern).

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.main_heating_guard import main_heating_guard
from scripts.e2e_common import build_engine, load_env


def hhrsh_storage_corrections(
    stored: Iterable[tuple[str, str]],
) -> dict[str, str]:
    """``(description, stored override_value)`` → the HHRSH archetype value, for the
    descriptions the main-heating guard resolves to HHRSH whose stored value is not
    already it. Descriptions the guard defers 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 = main_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 = 'main_heating_system'
    """
)
_OVERRIDES_UPDATE = text(
    """
    UPDATE property_overrides
       SET override_value = :new_value
     WHERE override_component = 'main_heating_system'
       AND lower(original_spreadsheet_description) = :description
       AND override_value <> :new_value
    """
)
_OVERRIDES_COUNT = text(
    """
    SELECT count(*) FROM property_overrides
     WHERE override_component = 'main_heating_system'
       AND lower(original_spreadsheet_description) = :description
       AND override_value <> :new_value
    """
)
_CACHE_UPDATE = text(
    """
    UPDATE landlord_main_heating_system_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 = 'main_heating_system'"
)


def reclassify(conn: Connection, *, apply: bool) -> tuple[int, set[str]]:
    """Re-map old-storage HHRSH overrides onto the high-heat-retention archetype.
    Returns the number of ``property_overrides`` rows found and the set of target
    values the live ``main_heating_system`` 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 hhrsh_storage_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} high-heat-retention storage override row(s) off "
        "'Electric storage heaters, old' onto the HHRSH archetype (SAP 409) — "
        "property_overrides / TEXT, what the modelling reads."
    )
    if deferred:
        print(
            f"\n{len(deferred)} target value(s) NOT yet in the main_heating_system "
            "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()