Python rewrite of the Urb/Homemaker stack
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Claude a7ef9e2fa0
Remove ratio_circulation: the score is already a ratio
Owner: "I think a corridor could be worth a sixth of a room, this is ok. maybe
we should dump the ratio_circulation altogether if there is already a pressure
in circulation caused by the cost benefit ratio per msq. this is the kind of
thing we want to root out of the scoring model: anything that is double
counting, or using a gaussian where a linear ramp is appropriate, etc."

value_circulation = 50 stands; hxi's rate question is closed.

The duplication argument is stronger than it first looks. score = value/cost is
already a ratio, so the per-m2 economics (50 against a build cost of 200) is not
merely an absolute pressure -- adding corridor moves value/cost by an amount
that depends on how much of the building is already corridor. It is ALREADY
proportional. ratio_circulation said the same thing again as a whole-building
multiplier, on a curve where twice the corridor is far more than twice as bad.

Correction to my own first measurement: I overrode ratio_circulation and got
scores going DOWN when a <=1 multiplier was removed, which is impossible. All
four corpus programmes DECLARE ratio_circulation, so the CONF_DEFAULTS value I
had changed was never in play and the two arms differed only in sigma. Same
trap as value_supported in 39.19.

Against the keep-it case, recorded because it is the one real argument: three of
four declare a POSITIVE target (harbor/maple 0.08, health-centre 0.10), making
the term formally two-sided rather than "less is better". It does not survive
the numbers -- the lower side is worth at most 13.3% on the large programmes
against 99% on the upper side, and "a building needs some circulation" is
enforced structurally by access and connectivity, which no amount of value can
buy off.

Disabled in CONF_DEFAULTS and the four corpus configs, each with the reason
inline and a note that a [target, sigma] pair re-enables it. Fail sets
unchanged; it was always a value multiplier. Scores +42% to +7712%.

39.24 also sweeps every remaining term against the owner's two tests. Verdicts:
perpendicular, proportion, width, crinkliness, access, size's lower side,
ratio_outside, staircase volume and the count/limit fails are all sound.
Filed as homemaker-py-dpt: size's UPPER side (cost already charges area; 82% of
size fails are over-target), the minimum-internal-area factor (a third
statement of "build the rooms"), the 0.5**n_fails curve (a ruling, not a
measurement), and two dead paths -- ratio_public/private_outside, which no
config declares, and the daylight factor pinned to 1.0 since the descope.

Also updated a test I added last turn which asserted ratio_circulation was the
second charge; it now pins that the linear ramp is the ONLY one.

419 passed.

Closes homemaker-py-hxi.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MJ84Feep79Hhm3E4zZJmnB
2026-09-06 15:28:33 +00:00
.beads bd: retitle homemaker-py-hxi and correct its premise 2026-09-06 12:56:40 +00:00
.claude Scaffold homemaker-py with validated geometry port 2026-06-10 20:50:20 +01:00
examples Remove ratio_circulation: the score is already a ratio 2026-09-06 15:28:33 +00:00
experiments Remove the Perl oracle 2026-09-06 07:56:24 +00:00
src/homemaker_layout Remove ratio_circulation: the score is already a ratio 2026-09-06 15:28:33 +00:00
tests Remove ratio_circulation: the score is already a ratio 2026-09-06 15:28:33 +00:00
.gitignore Ignore the A/B harnesses' per-process shard files 2026-09-05 06:29:15 +00:00
AGENTS.md §39.7: access requirements become a declared usage: attribute (homemaker-py-sel) 2026-08-26 13:39:41 +00:00
CLAUDE.md Remove the Perl oracle 2026-09-06 07:56:24 +00:00
DESIGN.md Remove ratio_circulation: the score is already a ratio 2026-09-06 15:28:33 +00:00
pyproject.toml homemaker-py-2g7.5: CP-SAT exact room-code assignment (seeder + reassign op) 2026-08-04 09:19:36 +01:00
README.md §39.7: access requirements become a declared usage: attribute (homemaker-py-sel) 2026-08-26 13:39:41 +00:00

homemaker-layout

Programme-driven building-layout search over slicing trees. A clean-room Python successor to the Perl Urb project, intended to eventually be 100% Python.

Why a rewrite

Urb represents a building as a binary slicing tree where room sizes are derived top-down from division ratios. That makes room area an emergent property of every cut above it, which:

  • gives the genome low locality (a cut near the root rescales every descendant),
  • makes target room sizes nearly impossible to hit, so the gaussian size penalty dominates fitness, and
  • defeats crossover (transplanted subtrees lose their proportions).

homemaker inverts this: leaves carry target dimensions from the programme and division ratios are solved bottom-up for a fixed topology. The evolutionary search then only explores topology + types + adjacency.

Phase plan

  1. Solver experiment: port Urb's geometry, re-solve ratios from programme targets, score the result against the original via the Perl oracle.
  2. Native Python fitness (retire the Perl oracle).
  3. Memetic search: canonical slicing genome + high-locality operators + Nelder-Mead inner loop.
  4. Penalty reshaping: lexicographic (-n_fails, fitness) outer-search comparison.
  5. Representation upgrade: canonical slicing encoding + bottom-up shape feasibility, scaled to larger programmes.
  6. Search-quality experiments (current): a long running series of opt-in levers tried against the harbor-house, health-centre, and programme-house example corpora — leaf-sharing, finish-time cell→room collapse, ruin-and-recreate LNS, 2-opt polish, multi-use/co-located leaves, adjacency-graph and bubble-diagram fitness signals, and more. Most of these are negative/null results kept as opt-in flags or reference code rather than defaults. See DESIGN.md §11 onward for the full, numbered experiment log with methodology and results for each.

Layout

  • src/homemaker_layout/dom.py — read/write Urb .dom YAML into a Node tree.
  • src/homemaker_layout/geometry.py — faithful port of Urb's top-down geometry.
  • src/homemaker_layout/programme.py — parse patterns.config space requirements.
  • src/homemaker_layout/solver.py — bottom-up ratio solve (scipy).
  • src/homemaker_layout/fitness.py — native Python fitness evaluator.
  • src/homemaker_layout/fitness_cmd.pyhomemaker-fitness CLI (drop-in for urb-fitness.pl).
  • src/homemaker_layout/collapse_cmd.pyhomemaker-collapse CLI: finish-time global cell→room relabel of a .dom.
  • src/homemaker_layout/graph.py — leaf-adjacency graph for programme-driven checks.
  • src/homemaker_layout/genome.py — topology genome: base-floor tree + per-storey deltas.
  • src/homemaker_layout/operators.py — high-locality mutation and subtree crossover.
  • src/homemaker_layout/innerloop.py — ratio optimisation inner loop (Nelder-Mead / CMA-ES).
  • src/homemaker_layout/driver.py — memetic search outer loop.
  • src/homemaker_layout/evolve.pyhomemaker-evolve CLI entry point.
  • src/homemaker_layout/oracle.py — legacy Perl shim, kept for cross-validation only.
  • src/homemaker_layout/bubble.py — 3D bubble-diagram adjacency fitness-signal prototype (DESIGN.md §27); validated null, not wired into fitness.py — reference only.

Room codes and reserved names

Leaf types live in three namespaces that share a first character. Only the first is enforced; the other two are conventions the fitness function reads, so a room's spelling can change how it is scored.

1. Generic structural types — C, O, S (reserved). The leaves the search itself creates: C circulation, O outside, S sahn (an outside court that also serves as circulation). Always uppercase. A programme code spelled exactly C, O or S is rejected at load.

2. Programme room codes — anything else, lowercase. k1, b1, cr1, of, and single-character codes like r or t. These may start with any letter: since DESIGN.md §39.4 the generic tests match C/O/S exactly, so naming a room cr1 no longer makes it circulation. (Before that fix it did — and silently dropped it from the required-space check entirely.)

3. Access requirements — the usage: attribute. Every space declares one of living, kitchen, bedroom, toilet, utility, none. Mandatory, no fallback, and a missing or unknown value is a load error. It replaced a first-character convention (b/t/l/k) under which a room silently inherited another room's connectivity rules from its spelling — la1 "Laundry Room" was trimmed as a living room (DESIGN.md §39.7).

spaces:
  la1:
    usage: utility          # controlled, drives engine behaviour
    name: Laundry Room      # free text, building-specific

A usage value exists only where the engine treats it differently, so the vocabulary is closed: a new access class means new code, not new config. Check a programme with:

python experiments/audit_programme_config.py

which reports reserved-name collisions, the usage class each code picks up, and whether each room's size/width/proportion/crinkliness targets are mutually satisfiable at all.