Strip the pre-RdSAP-17 deprecation rider and alias the SAP-prefixed
forms before the code-table lookup. Raises the historic fuel resolution
rate from ~22% of pairs to ~92% of dump rows.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
The 2000-postcode sweep died at ~884 on a strict-raising RdSAP-17.1 cert
(missing multiple_glazed_proportion) inside the pair-check, losing the
whole run's output. get_by_uprn and the cohort fetch now skip-and-log per
item; telemetry rows append as produced and carry raw values (age band,
TFA, fuel text) so band-width questions are answerable post hoc.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Per pair, replay the age->fuel->TFA conditioning ladder over the plain
arm's cohort to record ENGAGED vs RELAXED per filter, and record whether
each historic stable attribute still agrees with the newly lodged cert
(the direct staleness measurement). Emitted as JSONL (--telemetry) and
aggregated into two diagnosis tables appended to the report.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Classification hit-rates for every compare_prediction component, all five
numeric residuals, and the secondary calculator-floored SAP residual
(calc(predicted) − lodged), plain vs conditioned side by side — the same
metric shape as the prediction-corpus gate (ADR-0030). Pair-check now
precedes the cohort fetch so a national postcode sweep only pays the
expensive search-by-postcode for shards that actually hold a pair.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Finds pre-2012 (S3 backup) x SAP-10.2 (new API) cert pairs per postcode,
predicts each from its leave-one-out cohort with and without ADR-0054
conditioning, and reports compare_prediction hit rates side by side.
Evidence for the stable-attribute whitelist, not a CI gate.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Off by default like the other two prediction collaborators; the pipeline
turns on Expired-Enhanced Prediction by passing a resolver over the
historic S3 backup.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Ingestion's lookup chain becomes: new EPC API -> historic backup by exact
UPRN -> plain prediction. A found record's stable attributes fill the
gaps Landlord Overrides left (overrides always win) and enrich the target
with age band / fuel / TFA band; the persisted predicted-slot row carries
source="expired". Reader unwired or shard miss -> behaviour unchanged.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
EpcSource widens to "expired" (ADR-0054; the column is TEXT — no
migration). "predicted"/"expired" form one slot family: _slot_sources
routes every slot read and slot-clearing delete through the family, so a
re-ingestion flipping the flavour replaces the row instead of stranding
its sibling. FakeEpcRepo mirrors the family.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Age band (Table S1 letter), main fuel code, and a ±5% floor-area band —
the first numeric-tolerance filter — each ride _maybe_filter, so an
unresolved attribute (None) is inactive and a starving filter relaxes.
Existing callers pass no new fields and are behaviourally untouched.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Pins behaviour the exact-match slice already carried (max by
lodgement_date; ISO dates sort lexicographically).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Settled in a grilling session with Khalim: the pre-2012 backup feeds EPC
Prediction landlord-override-style (stable attrs as relax-ladder filters,
TFA as a ±5% band, exact-UPRN lookup, source="expired"), never trusted as
current state; scoped to the historic source; validated by a pairs harness.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Review ask (dancafc): resolver/repository locals now carry explicit types
(matches: list[ScoredHistoricEpc], records: list[HistoricEpc], df:
pd.DataFrame, ...) so the flow reads without chasing callee signatures.
CLAUDE.md's Type Safety section gains the rule so future sessions enforce it.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
The row→domain mapper now names all 93 constructor arguments explicitly
instead of splatting a lowercased dict, takes a plain Mapping (a
DataFrame.to_dict("records") row) instead of a pandas Series, and ignores
columns the domain type doesn't know. A missing/renamed CSV column fails
loudly as a KeyError at the row. Both iterrows() call sites move to
to_dict("records") — pandas-stubs types iterrows' Series unparameterized,
which strict mode rejects. pandas-stubs + boto3-stubs[s3] make the stack
check clean: pyright strict is now 0 errors across the PR's files.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
The heat-network mirror of keep_existing_off_peak_meter: the override's
2313 default applies only when the replaced system's control is
cross-family (stale); an observed community control survives.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Per-axis choice (decided with Khalim): the kit axis concedes to the
evidence (community schemes skew modern; lodged community certs are
overwhelmingly thermostatted, none lodge 2301), the charging axis stays
flat-rate — usage-linked billing is scheme paperwork an override
cannot see.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
421 slab -> Other storage heaters (0.00); 422/423 integrated -> 0.20;
424/425 screed/timber -> 0.90/0.50 — per the Grid 1 row labels that name
the codes (PDF p.184). Closes the None all-low-rate fallback that
over-credited 7-hour-metered underfloor dwellings.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
