From 070ba978ae0f58d4d20c4b1e69241ab52d16bffc Mon Sep 17 00:00:00 2001 From: jamesdward Date: Mon, 6 Jul 2026 10:54:40 +0100 Subject: [PATCH] feat: cross-grammar experiment 002 and rotated-sampler fix MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - generator/fragments.py: warp framed directly onto the window — zero-size crops impossible at any rotation (SI-017 gap 2 resolved, regression tested) - battery/cross.py: four-arm sweep (001 fragments, 002 fragments, WB gain sweep, mutual impostors incl. nine-ink hue-rotated grid impostor) - experiments/exp-002-cross-grammar/: manifest, 1269-row CSV, 4 charts, report - headline: 0/885 cross-family fragments reach candidate; relationship-path colour holds 0.59-0.81 under casts that collapse absolute matching to 0.02-0.13, and recovers the applied gain; structure-only impostor scores ~0.003 (peak discounting confirmed); SI-022 records the same-family distance gap - 18 new tests; 125 total green --- SPEC-ISSUES.md | 44 + battery/chart.py | 48 + battery/cross.py | 648 +++++++++ battery/run.py | 10 +- .../confusion_summary.png | Bin 0 -> 75375 bytes .../curve_confidence_vs_frac_true_001.png | Bin 0 -> 78347 bytes .../curve_confidence_vs_frac_true_002.png | Bin 0 -> 80800 bytes .../exp-002-cross-grammar/manifest.yaml | 149 ++ .../exp-002-cross-grammar/raw_results.csv | 1270 +++++++++++++++++ experiments/exp-002-cross-grammar/report.md | 277 ++++ .../exp-002-cross-grammar/wb_robustness.png | Bin 0 -> 108665 bytes generator/fragments.py | 26 +- tests/test_cross.py | 217 +++ 13 files changed, 2678 insertions(+), 11 deletions(-) create mode 100644 battery/cross.py create mode 100644 experiments/exp-002-cross-grammar/confusion_summary.png create mode 100644 experiments/exp-002-cross-grammar/curve_confidence_vs_frac_true_001.png create mode 100644 experiments/exp-002-cross-grammar/curve_confidence_vs_frac_true_002.png create mode 100644 experiments/exp-002-cross-grammar/manifest.yaml create mode 100644 experiments/exp-002-cross-grammar/raw_results.csv create mode 100644 experiments/exp-002-cross-grammar/report.md create mode 100644 experiments/exp-002-cross-grammar/wb_robustness.png create mode 100644 tests/test_cross.py diff --git a/SPEC-ISSUES.md b/SPEC-ISSUES.md index 67f85e8..9d4d3e7 100644 --- a/SPEC-ISSUES.md +++ b/SPEC-ISSUES.md @@ -258,6 +258,19 @@ makes the window far wider than its fitting margin, so those fragments are hones tallied (`skipped_geometry` in the manifest) rather than measured — a sampler bug to fix before 90° coverage is complete, not a spec gap. +**Update (Phase 7, exp-002): gap 2 is RESOLVED.** Root cause: the rotated sampler warped the whole +surface to a full W×H canvas and then cropped an axis-aligned w×h box at `(cx − w/2, cy − h/2)`; for a +window wider than it is tall the fitting margin near 90° is `≈ h/2 < w/2`, so the crop's left edge +`x0 = round(cx − w/2)` went **negative** and Python's negative-index slicing read it as `W + x0`, +producing an empty slice (measured: 93/1000 frac-0.5 fragments at 85–95°). Fixed in +`generator/fragments.py` by framing the `warpAffine` directly onto the window (translate so the window +centre lands at `(w/2, h/2)` of a `(w, h)` output), so the returned fragment is always exactly `(h, w)` +and a negative slice is impossible at any rotation 0–360°. Pixel-equivalent to the old crop for windows +that already fit, so all prior tests pass unchanged (none had encoded the bug); regression tests at +85–95° and under extreme aspect jitter are in `tests/test_cross.py`. exp-002 confirms full 90° coverage. +Gap 1 (the audit-s3 single-band "weak" row unsampled by the genuine frac sweep) remains open for the +field battery. + ## SI-018 · §3 · decided-here — The audit names a "density"/composition dialect but publishes no composition model, so the grid generator supplies one Audit 002 (§3, §4 `variation.per_variant: [ink subset, composition, density]`) lists *composition* @@ -387,3 +400,34 @@ consistency is a **weight-0 verification** signal defined only for in-neighbourh between two distinct inks (not a detector of arbitrary blend corruption), and should say whether the overlap region may be assumed pre-identified (as the audit had it) or must be recovered from pixels — because the two impose very different robustness requirements on a conforming recogniser. + +## SI-022 · §5 · open — The published false-positive rate needs a control corpus, and grid-vs-grid distance collapses onto the ink set + +Spec §5 makes the false-positive rate against a **control corpus of non-enrolled pattern work** a +*published property* of a grammar, and requires an enrolment to verify a **minimum distance** from +previously enrolled grammars, "computed over signature-locus features only (peaks contribute zero)". +The cross-grammar battery (`experiments/exp-002-cross-grammar`) publishes a false-positive margin — no +001 fragment reaches even *candidate* against 002 or vice versa (0 of 885; max cross-aggregate 0.268), +and no impostor reaches *identified* against either sheet — but it does so against a **trivial corpus**: +two enrolled grammars plus two impostors, and the two grammars sit in **different measurer families** +(band vs grid, dispatched on `structure.type` in `claim.py`). A 001 fragment scored against 002 has its +grid/ink features come back unobserved, so 002's *coverage* collapses and the aggregate is floored near +zero **by construction** — the discrimination is a between-family structural fact, not a distance +measured in a shared feature space. **Two consequences the spec should price in:** + +1. **The control corpus does not exist yet.** §5's "published property" needs the grammar tested against + real non-enrolled pattern work (or at least many same-family look-alikes), not one other grammar. The + number here is honest but narrow; a corpus and a corpus-construction rule are unspecified. + +2. **Grid-vs-grid minimum distance is presently undefined.** iso-002's only identification-weighted + locus feature is the ink set (weight 0.75); every structural feature is weight-0 verification (audit + §6 peak-discounting) and `primitive_frequency_mix` (weight 0.25) is reserved-`unmeasured` (SI-008). So + §5's "distance over signature-locus features only" between two grid grammars reduces to a distance + between their ink sets alone — two grid *dialects* that share an ink set are **indistinguishable** to + this recogniser, and the nine-ink grid impostor confirms only the easy half (different inks → score + ~0), never the dangerous half (same inks, different composition). **Spec consequence:** §5 should (a) + define the control corpus and how the false-positive rate is computed and published; and (b) require + that a family carrying most of its structure on canonical peaks either measure a second identification + feature (here: commit `primitive_frequency_mix`, SI-008) or state explicitly that its enrolment + distance is single-dimensional and therefore that same-family collision is unguarded — because a + one-feature signature has no minimum distance to defend once that feature is shared. diff --git a/battery/chart.py b/battery/chart.py index 6ae94a7..3026bb5 100644 --- a/battery/chart.py +++ b/battery/chart.py @@ -173,6 +173,54 @@ def line_chart(path, series, x_values, *, xlabel, ylabel, title, return path +def bar_chart(path, groups, series, *, xlabel, ylabel, title, ymax=None): + """Grouped bar chart (added for the cross-grammar confusion summary). + + Reuses the same canvas/frame/legend machinery as ``line_chart``. + + Parameters + groups list of x-category labels (one cluster of bars each). + series dict label -> list of values (length == len(groups)); one coloured + bar per series within each group. + ymax optional y-axis top; default 1.15 x the largest value. + """ + img = _canvas() + n_groups = max(1, len(groups)) + n_series = max(1, len(series)) + all_vals = [float(v) for vals in series.values() for v in vals] + top = ymax if ymax is not None else (max(all_vals) if all_vals else 1.0) * 1.15 + top = max(top, 1.0) + ylim = (0.0, top) + xlim = (0.0, float(n_groups)) + yticks = _nice_ticks(0.0, top) + _draw_frame(img, xlim, ylim, xlabel, ylabel, title, [], yticks) + to_px = _mapper(xlim, ylim) + x0, _y0, x1, y1 = _plot_box() + + group_w = (x1 - x0) / n_groups + bar_w = group_w * 0.8 / n_series + legend_entries = [] + for si, (label, vals) in enumerate(series.items()): + colour = PALETTE[si % len(PALETTE)] + legend_entries.append((label, colour)) + for gi, v in enumerate(vals): + gx = x0 + gi * group_w + group_w * 0.1 + si * bar_w + ytop = to_px(0.0, float(v))[1] + cv2.rectangle(img, (int(round(gx)), int(ytop)), + (int(round(gx + bar_w - 2)), int(y1)), colour, -1) + if v: # count label above the bar + cv2.putText(img, f"{int(v)}", (int(round(gx)), int(ytop) - 4), + _FONT, 0.4, (0, 0, 0), 1, cv2.LINE_AA) + for gi, g in enumerate(groups): + cx = x0 + gi * group_w + group_w / 2.0 + (tw, _), _ = cv2.getTextSize(g, _FONT, 0.42, 1) + cv2.putText(img, g, (int(round(cx - tw / 2)), int(y1) + 20), + _FONT, 0.42, (0, 0, 0), 1, cv2.LINE_AA) + _legend(img, legend_entries) + cv2.imwrite(str(path), img) + return path + + def hist_chart(path, data, *, xlabel, title, bins=20, xlim=(0.0, 1.0), vlines=None): """Overlaid normalised step histograms, one per label in ``data``. diff --git a/battery/cross.py b/battery/cross.py new file mode 100644 index 0000000..8b83456 --- /dev/null +++ b/battery/cross.py @@ -0,0 +1,648 @@ +"""Cross-grammar experiment harness (exp-002, Milestone 2 Phase 7). + +Where ``battery.run`` (exp-001) proved the *band* recogniser identifies 001 +surfaces under synthetic degradation, this harness answers the Milestone 2 +questions that only appear once TWO grammar families are enrolled and scored side +by side (spec s5: "the false-positive rate against the corpus is a published +property of the grammar"): + + 1. CROSS-GRAMMAR DISCRIMINATION. Does any 001 fragment ever reach candidate + against 002, or vice versa? Every fragment is recognised against ALL sheets + in ``grammars/`` and BOTH sheets' scores are recorded, so the margin between + the true-sheet and cross-sheet confidence distributions is a measured, + published number (charts: confidence-vs-frac per true grammar; confusion + summary of verdict counts per true-grammar x scored-sheet). + + 2. WHITE-BALANCE ROBUSTNESS (the Milestone 2 core claim, SI-020). 002's + identification lives in its ink set (audit 002 s6), and colour-led signatures + are print-fragile. The two-path grid ink match (absolute vs a single global + white-balance-gain relationship) is swept over a neutral/warm/cool/strong-warm + gain sweep at frac 0.5; the relationship path's survival curve vs the absolute + path IS the claim, including where it breaks (strong-warm clipping, SI-020). + + 3. IMPOSTORS, mutual. The exp-001 canonical band impostor (ratio 2.0/duty 1/3) + AND a NINE-INK grid impostor (a 002-structured composition drawn in nine inks + hue-rotated far from 002's master set) are scored against both sheets. The + nine-ink impostor is the structure-only-leak test: everything canonical in + 002 is weight-0, so a grid that shares 002's structure but not its inks should + score ~0 -- verified here, not assumed. + +Design reuses exp-001 machinery (``battery.degrade``, ``battery.chart``, +``generator.fragments``, ``recogniser.claim``) and mirrors ``battery.run``'s +determinism discipline: every fragment's crop is drawn from an +``np.random.SeedSequence`` keyed by (base_seed, arm, ...); the timestamp is read +ONCE by the caller and recorded in the manifest; the same config yields a +byte-identical CSV and byte-identical chart PNGs (asserted in tests/test_cross.py). + +Classical CV only, no learned models, no new dependencies (README principle 1/4). +""" + +from __future__ import annotations + +import argparse +import copy +import csv +import subprocess +import sys +from dataclasses import dataclass, asdict +from datetime import datetime, timezone +from pathlib import Path + +import cv2 +import numpy as np +import yaml + +from sheets import load_sheet, list_sheets +from generator import cascade +from generator import grid +from generator.fragments import sample_fragment +from recogniser.claim import recognise +from recogniser import score as _score +from battery import degrade +from battery import chart + +REPO_ROOT = Path(__file__).resolve().parent.parent +GRAMMARS = REPO_ROOT / "grammars" +SHEET_001 = GRAMMARS / "bar-cascade-001.yaml" +SHEET_002 = GRAMMARS / "iso-002.yaml" + +SHEET_001_ID = "bar-cascade-001" +SHEET_002_ID = "iso-002" +SCORED_SHEETS = (SHEET_001_ID, SHEET_002_ID) + + +# --------------------------------------------------------------------------- # +# CSV schema +# --------------------------------------------------------------------------- # +# Per-fragment row: which grammar it truly is, the sweep coordinates, BOTH +# sheets' aggregate/coverage/verdict, and the 002 sheet's two-path ink detail +# (absolute vs relationship agreement, the estimated correction gain and its +# implied applied white balance) -- recorded for every row because 002 is always +# scored, so a 001 fragment's cross-grammar ink behaviour is captured too. +CSV_FIELDS = [ + "arm", "true_grammar", "impostor_id", "surface_seed", + "frac", "rotation_deg", "degradation", "degradation_param", "wb_gain_bgr", + "boundaries_spanned", "top_sheet", "top_aggregate", + "verdict_001", "aggregate_001", "coverage_001", "renormalised_001", + "verdict_002", "aggregate_002", "coverage_002", "renormalised_002", + # 002 two-path ink match (SI-020) -- the max is the feature agreement. + "ink002_agreement", "ink002_agr_absolute", "ink002_agr_relationship", + "ink002_gain_b", "ink002_gain_g", "ink002_gain_r", + "ink002_implied_b", "ink002_implied_g", "ink002_implied_r", + "ink002_gain_in_bounds", "ink002_relationship_applicable", + "ink002_n_inks", "ink002_n_clipped", "ink002_rank_corr", +] + + +# --------------------------------------------------------------------------- # +# Config +# --------------------------------------------------------------------------- # + +@dataclass +class CrossConfig: + """Declares the whole cross-grammar sweep. Defaults are the publishable run. + + ``frags_per_cell`` is PER surface seed, so a (frac, rotation) cell holds + ``frags_per_cell * len(surface_seeds)`` fragments. With the defaults that is + 8 * 3 = 24 (>= 20 for stable per-cell statistics, as the task asks). + """ + # 001 (band) surface geometry -- module 200 matches exp-001 so a full surface + # reaches 'identified' (module 160 tops out at candidate). + n_bands: int = 5 + module_px_001: int = 200 + # 002 (grid) surface geometry -- module 100, 10x10 cells -> 1000x1000, so both + # families render to the same canvas size and the fragment fracs are comparable. + module_px_002: int = 100 + cols_002: int = 10 + rows_002: int = 10 + density_002: float = 0.45 + + surface_seeds: tuple = (0, 1, 2) + frags_per_cell: int = 8 + + fracs: tuple = (0.05, 0.1, 0.2, 0.35, 0.5, 0.75, 1.0) + rotations: tuple = (0, 30, 90) + + # White-balance gain sweep (SI-020). Labelled by their perceptual sense; the + # tuple is the (B, G, R) gain passed to degrade.white_balance -- warm boosts + # red / cuts blue, cool the reverse (the task's (r,g,b) triples reversed to the + # project's BGR convention). strong-warm pushes red to 1.3 and clips bright + # reds -- the SI-020 clipping regime. + wb_sets: tuple = ( + ("neutral", (1.0, 1.0, 1.0)), + ("warm", (0.85, 1.0, 1.15)), + ("cool", (1.15, 1.0, 0.85)), + ("strong_warm", (0.7, 1.0, 1.3)), + ) + wb_frac: float = 0.5 + + # Impostor arm fracs (a subset spanning few-cells -> whole keeps it tractable). + impostor_fracs: tuple = (0.1, 0.2, 0.35, 0.5, 0.75, 1.0) + nine_ink_hue_search: tuple = tuple(range(40, 181, 5)) + + base_seed: int = 20260706 + quick: bool = False + + +def quick_config() -> CrossConfig: + """A tiny smoke config for CI / tests (seconds, not minutes).""" + return CrossConfig( + module_px_001=160, + module_px_002=80, + cols_002=8, + rows_002=8, + surface_seeds=(0,), + frags_per_cell=2, + fracs=(0.1, 0.5, 1.0), + rotations=(0, 90), + wb_sets=( + ("neutral", (1.0, 1.0, 1.0)), + ("strong_warm", (0.7, 1.0, 1.3)), + ), + impostor_fracs=(0.2, 0.5, 1.0), + nine_ink_hue_search=(40, 60, 90), + quick=True, + ) + + +# --------------------------------------------------------------------------- # +# Impostors +# --------------------------------------------------------------------------- # + +def build_band_impostor(genuine_001: dict) -> dict: + """The exp-001 canonical band impostor: ratio 2.0, duty 1/3, phase 1/3. + + An in-memory MODIFIED COPY of the 001 sheet (validation bypassed -- it is not + a valid enrolled grammar), carrying 001's exact inks so colour never + discriminates it and the false-positive margin rests on structure. This is the + same look-alike exp-001 arm 3 used (SI-016); reproduced here scored against + BOTH sheets so its 002 cross-score is on the record too. + """ + s = copy.deepcopy(genuine_001) + s["combination_rules"]["frequency_ratio"] = 2.0 + s["combination_rules"]["duty_cycle_light"] = 1.0 / 3.0 + s["combination_rules"]["phase_step"] = 1.0 / 3.0 + return {"id": "canonical_ratio2_duty33", "sheet": s, "family": "band", "n_bands": 5} + + +def _hex_to_lab(hexval: str) -> np.ndarray: + return _score._hex_to_lab(hexval) + + +def _lab_to_hex(lab: np.ndarray) -> str: + """CIE Lab (L 0..100, a,b ~[-127,127]) -> '#RRGGBB' via the cv2 float path.""" + arr = np.asarray(lab, dtype=np.float32).reshape(1, 1, 3) + bgr = cv2.cvtColor(arr, cv2.COLOR_Lab2BGR)[0, 0] + bgr = np.clip(bgr * 255.0, 0, 255).round().astype(int) + b, g, r = int(bgr[0]), int(bgr[1]), int(bgr[2]) + return f"#{r:02X}{g:02X}{b:02X}" + + +def _rotate_hue_lab(hexval: str, theta_deg: float) -> str: + """Rotate a colour's (a, b) Lab chroma by ``theta_deg``, keeping L. + + A Lab hue rotation preserves lightness and chroma but is NOT a per-channel + diagonal gain in RGB -- which is exactly why it is the right impostor + transform: it moves the inks far from 002's set in colour space AND cannot be + undone by the relationship path's single diagonal white-balance gain (SI-020). + So a nine-ink grid impostor tests structure-only leakage on BOTH ink paths. + """ + lab = _hex_to_lab(hexval) + th = np.deg2rad(theta_deg) + a, b = lab[1], lab[2] + a2 = a * np.cos(th) - b * np.sin(th) + b2 = a * np.sin(th) + b * np.cos(th) + return _lab_to_hex(np.array([lab[0], a2, b2], dtype=np.float32)) + + +def _min_nearest_delta_e(impostor_hexes, master_hexes) -> float: + """Min over impostor inks of the nearest master-ink delta-E76 (Lab).""" + m_labs = [_hex_to_lab(h) for h in master_hexes] + best = float("inf") + for h in impostor_hexes: + lab = _hex_to_lab(h) + d = min(_score._delta_e76(lab, ml) for ml in m_labs) + best = min(best, d) + return best + + +def build_nine_ink_impostor(sheet_002: dict, hue_search) -> dict: + """A grid composition rendered in NINE inks hue-rotated away from 002's set. + + Structurally identical to 002 (same grid, alphabet, overprint), but every ink + is 002's master ink rotated in Lab hue by the ``theta`` in ``hue_search`` that + MAXIMISES the min-nearest delta-E to 002's set (so colour clearly fails). + Deterministic: the search is a fixed ordered scan, ties broken by first (which + is smallest theta). Returns ``{id, family, inks, theta, min_delta_e}``. + """ + master = [ink["value"].upper() for ink in sheet_002["colour_system"]["inks"]] + best = None # (min_delta_e, theta, inks) + for theta in hue_search: + inks = [_rotate_hue_lab(h, theta) for h in master] + md = _min_nearest_delta_e(inks, master) + if best is None or md > best[0]: + best = (md, theta, inks) + md, theta, inks = best + return {"id": "nine_ink_grid", "family": "grid", "inks": inks, + "theta_deg": float(theta), "min_delta_e": round(float(md), 3)} + + +# --------------------------------------------------------------------------- # +# Sweep primitives +# --------------------------------------------------------------------------- # + +def _rng(config: CrossConfig, *ints) -> np.random.Generator: + """Deterministic Generator keyed by the config base seed + integer path.""" + return np.random.default_rng(np.random.SeedSequence([config.base_seed, *ints])) + + +def _result_for(claim: dict, sheet_id: str): + for r in claim["results"]: + if r["sheet_id"] == sheet_id: + return r + return None + + +def _ink002_detail(claim: dict) -> dict: + """Pull the 002 sheet's two-path ink-set feature detail from a claim (SI-020).""" + r = _result_for(claim, SHEET_002_ID) + if r is None: + return {} + for f in r["per_feature"]: + if f["id"] == "ink_set": + d = dict(f.get("detail", {}) or {}) + d["_agreement"] = f.get("agreement") + return d + return {} + + +def _sample(surface, frac, rotation, config, seed_path, *, module_px=None, n_bands=None): + """Sample one fragment; returns (None, None) on an impossible rotated geometry. + + The sampler fix (SI-017 gap 2 / generator.fragments) means the ONLY skip left + is the genuine geometric impossibility of fitting a large tilted window in the + surface (ValueError), never a zero-size window. + """ + rng = _rng(config, *seed_path) + try: + frag, info = sample_fragment( + surface, frac=frac, rng=rng, rotation_deg=float(rotation), + module_px=module_px, n_bands=n_bands, + ) + except ValueError: + return None, None + return frag, info + + +def _row(arm, true_grammar, impostor_id, surface_seed, frac, rotation, + degradation, param, wb_gain, info, claim) -> dict: + """Assemble one CSV row from a fragment's ground truth + its recognise claim.""" + top = claim["results"][0] + r001 = _result_for(claim, SHEET_001_ID) + r002 = _result_for(claim, SHEET_002_ID) + ink = _ink002_detail(claim) + gain = ink.get("correction_gain_bgr") or [None, None, None] + implied = ink.get("implied_applied_gain_bgr") or [None, None, None] + clipping = ink.get("clipping") or {} + span = getattr(info, "band_span", None) or (None, None) + + def agg(r, key): + return r[key] if r is not None else None + + return { + "arm": arm, + "true_grammar": true_grammar, + "impostor_id": impostor_id or "", + "surface_seed": surface_seed, + "frac": round(float(frac), 4), + "rotation_deg": float(rotation), + "degradation": degradation, + "degradation_param": param, + "wb_gain_bgr": ("|".join(f"{g:g}" for g in wb_gain) if wb_gain else ""), + "boundaries_spanned": getattr(info, "band_boundaries_spanned", None), + "top_sheet": top["sheet_id"], + "top_aggregate": top["aggregate_confidence"], + "verdict_001": agg(r001, "verdict"), + "aggregate_001": agg(r001, "aggregate_confidence"), + "coverage_001": agg(r001, "coverage"), + "renormalised_001": agg(r001, "renormalised_score"), + "verdict_002": agg(r002, "verdict"), + "aggregate_002": agg(r002, "aggregate_confidence"), + "coverage_002": agg(r002, "coverage"), + "renormalised_002": agg(r002, "renormalised_score"), + "ink002_agreement": ink.get("_agreement"), + "ink002_agr_absolute": ink.get("agreement_absolute"), + "ink002_agr_relationship": ink.get("agreement_relationship"), + "ink002_gain_b": gain[0], "ink002_gain_g": gain[1], "ink002_gain_r": gain[2], + "ink002_implied_b": implied[0], "ink002_implied_g": implied[1], + "ink002_implied_r": implied[2], + "ink002_gain_in_bounds": ink.get("gain_in_bounds"), + "ink002_relationship_applicable": ink.get("relationship_applicable"), + "ink002_n_inks": ink.get("n_inks"), + "ink002_n_clipped": clipping.get("n_clipped_inks"), + "ink002_rank_corr": ink.get("rank_correlation"), + } + + +# --------------------------------------------------------------------------- # +# Main run +# --------------------------------------------------------------------------- # + +def run_cross(config: CrossConfig, out_dir, timestamp: str, progress=True) -> dict: + """Execute the whole cross-grammar battery; write all artifacts under out_dir.""" + out_dir = Path(out_dir) + out_dir.mkdir(parents=True, exist_ok=True) + + sheet_001 = load_sheet(SHEET_001) + sheet_002 = load_sheet(SHEET_002) + + rows: list[dict] = [] + skips = 0 + + def emit(msg): + if progress: + print(msg, file=sys.stderr, flush=True) + + # Pre-render one surface per (family, seed). 002 varies its ink subset with the + # seed (grid.select_ink_subset draws from the seed's rng), so the three 002 + # seeds are three different ink dialects, as the task asks. + surf_001 = {s: cascade.render(sheet_001, n_bands=config.n_bands, + module_px=config.module_px_001, seed=s, + orientation_deg=0.0) + for s in config.surface_seeds} + surf_002 = {} + ink_subsets_002 = {} + for s in config.surface_seeds: + surface, truth = grid.render_with_truth( + sheet_002, cols=config.cols_002, rows=config.rows_002, + module_px=config.module_px_002, seed=s, density=config.density_002) + surf_002[s] = surface + ink_subsets_002[s] = list(truth.ink_subset) + + # --- Arm A: 001 (band) surfaces, fraction x rotation, both sheets scored ---- + emit("arm 1/4: 001 band surfaces (fraction x rotation)") + for ri, rotation in enumerate(config.rotations): + for fi, frac in enumerate(config.fracs): + for si, seed in enumerate(config.surface_seeds): + surface = surf_001[seed] + for k in range(config.frags_per_cell): + frag, info = _sample(surface, frac, rotation, config, + (1, ri, fi, si, k), + module_px=config.module_px_001, + n_bands=config.n_bands) + if frag is None: + skips += 1 + continue + claim = recognise(frag, str(GRAMMARS)) + rows.append(_row("surface_001", SHEET_001_ID, None, seed, + frac, rotation, "none", "", None, info, claim)) + + # --- Arm B: 002 (grid) surfaces, fraction x rotation, both sheets scored ---- + emit("arm 2/4: 002 grid surfaces (fraction x rotation)") + for ri, rotation in enumerate(config.rotations): + for fi, frac in enumerate(config.fracs): + for si, seed in enumerate(config.surface_seeds): + surface = surf_002[seed] + for k in range(config.frags_per_cell): + frag, info = _sample(surface, frac, rotation, config, + (2, ri, fi, si, k)) + if frag is None: + skips += 1 + continue + claim = recognise(frag, str(GRAMMARS)) + rows.append(_row("surface_002", SHEET_002_ID, None, seed, + frac, rotation, "none", "", None, info, claim)) + + # --- Arm C: white-balance sweep on 002 fragments at wb_frac ----------------- + emit("arm 3/4: white-balance sweep on 002 fragments (frac 0.5)") + for wi, (label, gains) in enumerate(config.wb_sets): + for si, seed in enumerate(config.surface_seeds): + surface = surf_002[seed] + for k in range(config.frags_per_cell): + frag, info = _sample(surface, config.wb_frac, 0, config, + (3, wi, si, k)) + if frag is None: + skips += 1 + continue + degraded = degrade.white_balance(frag, gains) + claim = recognise(degraded, str(GRAMMARS)) + rows.append(_row("wb_002", SHEET_002_ID, None, seed, + config.wb_frac, 0, "white_balance", label, + gains, info, claim)) + + # --- Arm D: mutual impostors, both scored against both sheets --------------- + emit("arm 4/4: mutual impostors (canonical band + nine-ink grid)") + band_imp = build_band_impostor(sheet_001) + nine_imp = build_nine_ink_impostor(sheet_002, config.nine_ink_hue_search) + + band_surfaces = { + s: cascade.render(band_imp["sheet"], n_bands=band_imp["n_bands"], + module_px=config.module_px_001, seed=s, orientation_deg=0.0) + for s in config.surface_seeds} + nine_surfaces = { + s: grid.render(sheet_002, cols=config.cols_002, rows=config.rows_002, + module_px=config.module_px_002, seed=s, + density=config.density_002, ink_subset=nine_imp["inks"]) + for s in config.surface_seeds} + + for imp_idx, (imp, surfaces, mod, nb) in enumerate(( + (band_imp, band_surfaces, config.module_px_001, band_imp["n_bands"]), + (nine_imp, nine_surfaces, None, None), + )): + for fi, frac in enumerate(config.impostor_fracs): + for si, seed in enumerate(config.surface_seeds): + surface = surfaces[seed] + for k in range(config.frags_per_cell): + frag, info = _sample(surface, frac, 0, config, + (4, imp_idx, fi, si, k), + module_px=mod, n_bands=nb) + if frag is None: + skips += 1 + continue + claim = recognise(frag, str(GRAMMARS)) + rows.append(_row("impostor", "none", imp["id"], seed, + frac, 0, "none", "", None, info, claim)) + + emit(f"collected {len(rows)} fragment rows ({skips} skipped for geometry)") + + # --- raw_results.csv ----------------------------------------------------- + csv_path = out_dir / "raw_results.csv" + with open(csv_path, "w", newline="") as fh: + writer = csv.DictWriter(fh, fieldnames=CSV_FIELDS) + writer.writeheader() + writer.writerows(rows) + + # --- manifest.yaml ------------------------------------------------------- + sheets = list_sheets(GRAMMARS) + manifest = { + "experiment": "exp-002-cross-grammar", + "timestamp": timestamp, + "git_commit": _git_commit(), + "command": "python -m battery.cross " + " ".join(sys.argv[1:]), + "recogniser_version": "v0", + "verdict_thresholds": { + "identified": _score.IDENTIFIED_THRESHOLD, + "candidate": _score.CANDIDATE_THRESHOLD, + }, + "config": asdict(config), + "surface_seeds": list(config.surface_seeds), + "sheets": [ + {"id": s["sheet"]["id"], + "grammar_version": s["sheet"]["grammar_version"], + "status": s["sheet"]["status"]} + for s in sheets + ], + "ink_subsets_002": {str(s): ink_subsets_002[s] for s in config.surface_seeds}, + "impostors": [ + {"id": band_imp["id"], "family": "band", + "frequency_ratio": band_imp["sheet"]["combination_rules"]["frequency_ratio"], + "duty_cycle_light": band_imp["sheet"]["combination_rules"]["duty_cycle_light"], + "phase_step": band_imp["sheet"]["combination_rules"]["phase_step"], + "note": "in-memory MODIFIED copy of the 001 sheet (validation bypassed); " + "carries 001's inks so colour cannot discriminate it (SI-016)"}, + {"id": nine_imp["id"], "family": "grid", + "hue_rotation_deg": nine_imp["theta_deg"], + "min_delta_e_to_002_set": nine_imp["min_delta_e"], + "inks": nine_imp["inks"], + "note": "002 structure (grid/alphabet/overprint) rendered in nine inks " + "hue-rotated far from 002's master set; structure is weight-0 in " + "002, so this should score ~0 -- the structure-only-leak test"}, + ], + "rows": len(rows), + "skipped_geometry": skips, + "csv": "raw_results.csv", + } + manifest_path = out_dir / "manifest.yaml" + with open(manifest_path, "w") as fh: + yaml.safe_dump(manifest, fh, sort_keys=False) + + charts = _make_charts(rows, config, out_dir) + + return { + "rows": len(rows), + "skipped": skips, + "csv": str(csv_path), + "manifest": str(manifest_path), + "charts": [str(c) for c in charts], + "nine_ink_impostor": nine_imp, + } + + +def _git_commit() -> str: + try: + return subprocess.check_output( + ["git", "rev-parse", "HEAD"], cwd=str(REPO_ROOT), text=True + ).strip() + except Exception: + return "unknown" + + +# --------------------------------------------------------------------------- # +# Charts (every number recomputed from the collected rows) +# --------------------------------------------------------------------------- # + +def _mean_band(values): + arr = np.asarray([v for v in values if v is not None], dtype=float) + if arr.size == 0: + return None, None + return float(arr.mean()), float(arr.std()) + + +def _make_charts(rows, config: CrossConfig, out_dir) -> list: + paths = [] + fracs = list(config.fracs) + + # 1. confidence-vs-frac per TRUE grammar (rotation 0): true-sheet vs + # cross-sheet curves on one plot -- the separation is the result. + for arm, true_id, cross_id, tag in ( + ("surface_001", "aggregate_001", "aggregate_002", "001"), + ("surface_002", "aggregate_002", "aggregate_001", "002"), + ): + sub = [r for r in rows if r["arm"] == arm and r["rotation_deg"] == 0.0] + series = {} + for key, label in ((true_id, f"vs {tag} (true sheet)"), + (cross_id, f"vs {'002' if tag == '001' else '001'} (cross sheet)")): + means, bands = [], [] + for frac in fracs: + vals = [r[key] for r in sub if abs(r["frac"] - frac) < 1e-6] + m, b = _mean_band(vals) + means.append(m) + bands.append(b) + series[label] = {"mean": means, "band": bands} + paths.append(chart.line_chart( + out_dir / f"curve_confidence_vs_frac_true_{tag}.png", series, fracs, + xlabel="fragment fraction of surface area", + ylabel="mean aggregate confidence", + title=f"Cross-grammar confidence vs fraction (true grammar: {tag}, rot 0)", + hlines=[(_score.IDENTIFIED_THRESHOLD, "identified 0.70"), + (_score.CANDIDATE_THRESHOLD, "candidate 0.40")])) + + # 2. confusion summary: verdict counts per (true-grammar x scored-sheet). + verdicts = ("identified", "candidate", "not_recognised") + groups, series = [], {v: [] for v in verdicts} + for arm, tag in (("surface_001", "001"), ("surface_002", "002")): + sub = [r for r in rows if r["arm"] == arm] + for scored, vkey in (("001", "verdict_001"), ("002", "verdict_002")): + groups.append(f"{tag}->{scored}") + for v in verdicts: + series[v].append(sum(1 for r in sub if r[vkey] == v)) + paths.append(chart.bar_chart( + out_dir / "confusion_summary.png", groups, series, + xlabel="true grammar -> scored sheet", ylabel="fragment count", + title="Cross-grammar confusion (verdict counts, all fracs x rotations)")) + + # 3. white-balance robustness: absolute vs relationship agreement across the + # gain sweep, x = applied warmth (R gain / B gain). + wb = [r for r in rows if r["arm"] == "wb_002"] + labels_order = [lbl for lbl, _ in config.wb_sets] + gain_by_label = {lbl: g for lbl, g in config.wb_sets} + warmth = [gain_by_label[lbl][2] / gain_by_label[lbl][0] for lbl in labels_order] + order = np.argsort(warmth) + xs = [round(warmth[i], 4) for i in order] + ordered_labels = [labels_order[i] for i in order] + series_wb = {} + for key, label in (("ink002_agr_absolute", "absolute path"), + ("ink002_agr_relationship", "relationship path"), + ("ink002_agreement", "feature agreement (max)")): + means, bands = [], [] + for lbl in ordered_labels: + vals = [r[key] for r in wb if r["degradation_param"] == lbl] + m, b = _mean_band(vals) + means.append(m) + bands.append(b) + series_wb[label] = {"mean": means, "band": bands} + paths.append(chart.line_chart( + out_dir / "wb_robustness.png", series_wb, xs, + xlabel="applied warmth (R gain / B gain)", + ylabel="mean 002 ink agreement", + title="White-balance robustness: absolute vs relationship path (002, frac 0.5)", + hlines=[(_score.CANDIDATE_THRESHOLD, "candidate 0.40")])) + + return paths + + +# --------------------------------------------------------------------------- # +# CLI +# --------------------------------------------------------------------------- # + +def _main(argv=None) -> int: + parser = argparse.ArgumentParser( + description="Run the cross-grammar recognition experiment (exp-002).") + parser.add_argument("--out", default="experiments/exp-002-cross-grammar", + help="output directory for artifacts") + parser.add_argument("--quick", action="store_true", + help="tiny smoke config (CI/tests)") + args = parser.parse_args(argv) + + config = quick_config() if args.quick else CrossConfig() + timestamp = datetime.now(timezone.utc).isoformat() + summary = run_cross(config, args.out, timestamp) + print(f"wrote {summary['rows']} rows to {summary['csv']}") + print(f"manifest: {summary['manifest']}") + for c in summary["charts"]: + print(f"chart: {c}") + return 0 + + +if __name__ == "__main__": + raise SystemExit(_main()) diff --git a/battery/run.py b/battery/run.py index 2c79c91..4861457 100644 --- a/battery/run.py +++ b/battery/run.py @@ -251,10 +251,12 @@ def _sample_and_recognise(surface, frac, rotation, config, module_px, n_bands, # Rotated window does not fit the surface (large frac x rotation): a # geometric impossibility, honestly skipped and tallied. return None, None - # The Phase-2 rotated crop can degenerate to a zero-size window when aspect - # jitter makes the window far wider than its fitting margin (acute near 90 - # deg); such a fragment carries no pixels, so skip and tally it rather than - # feed an empty array to the measurer. + # DEFENSIVE ONLY as of the Phase-7 sampler fix (SI-017 gap 2 closed): the + # rotated crop used to degenerate to a zero-size window near 90 deg under + # aspect jitter, and this guard skipped+tallied those. sample_fragment now + # frames the warp directly onto the w x h window, so it can no longer return + # an empty array; the check is kept as a cheap invariant (never fires) rather + # than removed, so this 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'2026-07-06T09:32:20.041403+00:00' +git_commit: d751043b3ca7b228e123b833048c3a479ff84d62 +command: python -m battery.cross --out experiments/exp-002-cross-grammar +recogniser_version: v0 +verdict_thresholds: + identified: 0.7 + candidate: 0.4 +config: + n_bands: 5 + module_px_001: 200 + module_px_002: 100 + cols_002: 10 + rows_002: 10 + density_002: 0.45 + surface_seeds: + - 0 + - 1 + - 2 + frags_per_cell: 8 + fracs: + - 0.05 + - 0.1 + - 0.2 + - 0.35 + - 0.5 + - 0.75 + - 1.0 + rotations: + - 0 + - 30 + - 90 + wb_sets: + - - neutral + - - 1.0 + - 1.0 + - 1.0 + - - warm + - - 0.85 + - 1.0 + - 1.15 + - - cool + - - 1.15 + - 1.0 + - 0.85 + - - strong_warm + - - 0.7 + - 1.0 + - 1.3 + wb_frac: 0.5 + impostor_fracs: + - 0.1 + - 0.2 + - 0.35 + - 0.5 + - 0.75 + - 1.0 + nine_ink_hue_search: + - 40 + - 45 + - 50 + - 55 + - 60 + - 65 + - 70 + - 75 + - 80 + - 85 + - 90 + - 95 + - 100 + - 105 + - 110 + - 115 + - 120 + - 125 + - 130 + - 135 + - 140 + - 145 + - 150 + - 155 + - 160 + - 165 + - 170 + - 175 + - 180 + base_seed: 20260706 + quick: false +surface_seeds: +- 0 +- 1 +- 2 +sheets: +- id: bar-cascade-001 + grammar_version: 1.0.0 + status: enrolled +- id: iso-002 + grammar_version: 0.0.0 + status: audit-reconstruction +ink_subsets_002: + '0': + - '#FAFF54' + - '#479F8C' + - '#75FB63' + - '#EC5F2A' + - '#96CBC4' + - '#D52EB2' + '1': + - '#75FB63' + - '#EC5F2A' + - '#D52EB2' + - '#FAFF54' + - '#479F8C' + '2': + - '#75FB63' + - '#EC5F2A' + - '#D52EB2' + - '#C5111D' + - '#FAFF54' + - '#479F8C' +impostors: +- id: canonical_ratio2_duty33 + family: band + frequency_ratio: 2.0 + duty_cycle_light: 0.3333333333333333 + phase_step: 0.3333333333333333 + note: in-memory MODIFIED copy of the 001 sheet (validation bypassed); carries 001's + inks so colour cannot discriminate it (SI-016) +- id: nine_ink_grid + family: grid + hue_rotation_deg: 165.0 + min_delta_e_to_002_set: 24.377 + inks: + - '#32FEFF' + - '#BB7DA2' + - '#009011' + - '#A68500' + - '#E5C6FF' + - '#007C8C' + - '#00A8D0' + - '#E3B788' + - '#E0B5C6' + note: 002 structure (grid/alphabet/overprint) rendered in nine inks hue-rotated + far from 002's master set; structure is weight-0 in 002, so this should score + ~0 -- the structure-only-leak test +rows: 1269 +skipped_geometry: 123 +csv: raw_results.csv diff --git a/experiments/exp-002-cross-grammar/raw_results.csv b/experiments/exp-002-cross-grammar/raw_results.csv new file mode 100644 index 0000000..8c51926 --- /dev/null +++ b/experiments/exp-002-cross-grammar/raw_results.csv @@ -0,0 +1,1270 @@ +arm,true_grammar,impostor_id,surface_seed,frac,rotation_deg,degradation,degradation_param,wb_gain_bgr,boundaries_spanned,top_sheet,top_aggregate,verdict_001,aggregate_001,coverage_001,renormalised_001,verdict_002,aggregate_002,coverage_002,renormalised_002,ink002_agreement,ink002_agr_absolute,ink002_agr_relationship,ink002_gain_b,ink002_gain_g,ink002_gain_r,ink002_implied_b,ink002_implied_g,ink002_implied_r,ink002_gain_in_bounds,ink002_relationship_applicable,ink002_n_inks,ink002_n_clipped,ink002_rank_corr +surface_001,bar-cascade-001,,0,0.05,0.0,none,,,1,bar-cascade-001,0.4412,candidate,0.4412,1.0,0.4412,not_recognised,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,True,True,4,0,0.1333 +surface_001,bar-cascade-001,,0,0.05,0.0,none,,,1,bar-cascade-001,0.4469,candidate,0.4469,1.0,0.4469,not_recognised,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,True,True,4,0,0.1333 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+impostor,none,nine_ink_grid,2,1.0,0.0,none,,,,bar-cascade-001,0.0992,not_recognised,0.0992,1.0,0.0992,not_recognised,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,True,True,8,2,0.2136 diff --git a/experiments/exp-002-cross-grammar/report.md b/experiments/exp-002-cross-grammar/report.md new file mode 100644 index 0000000..fbb7b14 --- /dev/null +++ b/experiments/exp-002-cross-grammar/report.md @@ -0,0 +1,277 @@ +# Experiment 002 — Cross-grammar recognition & white-balance robustness (Phase 7) + +**Status:** L2 evidence, two grammar families (band 001 + grid 002), scored side by side. +L3 remains open — all conditions are synthetic (see SI-017 and the closing commentary). Every +number below is recomputed from [`raw_results.csv`](raw_results.csv); nothing is estimated. + +## What was run + +The harness (`battery/cross.py`) drives the identical production pipeline the recogniser uses, +now over **two** families and scoring every fragment against **all** sheets in `grammars/`: + +> render a 001 (band) or 002 (grid) surface → sample a ground-truthed fragment → optionally +> degrade → `recogniser.claim.recognise` against `bar-cascade-001` **and** `iso-002` → record +> BOTH sheets' aggregate/coverage/verdict (and 002's two-path ink detail) as one CSV row. + +Exact reproduction is pinned in [`manifest.yaml`](manifest.yaml): + +| | | +|---|---| +| git commit | `d751043b3ca7b228e123b833048c3a479ff84d62` (working tree: Phase-7 changes — the sampler fix + `battery/cross.py` — are uncommitted at run time) | +| command | `python -m battery.cross --out experiments/exp-002-cross-grammar` | +| surface seeds | `[0, 1, 2]`; harness base seed `20260706` | +| 001 surface | 5 bands, module 200 px (1000×1000), orientation 0° | +| 002 surface | 10×10 cells, module 100 px (1000×1000), density 0.45, a **different seeded 4–6 ink subset per seed** (seed 0/1/2 subsets in the manifest) | +| recogniser | v0; verdict thresholds `identified ≥ 0.70`, `candidate ≥ 0.40` (SI-013) | +| rows | **1269** (443 surface_001, 442 surface_002, 96 wb_002, 288 impostor); **123 skipped** for large-tilted-window geometry | + +Four arms: (A) 001 surfaces × fracs `[0.05…1.0]` × rotations `[0, 30, 90]`; (B) 002 surfaces, +same sweep; (C) white-balance sweep on 002 fragments at frac 0.5; (D) two impostors. Every cell +where a statistic is read holds ≥ 20 fragments (8 frags × 3 seeds = 24). The run is deterministic: +re-running from the same config produces a byte-identical CSV and byte-identical chart PNGs +(asserted in `tests/test_cross.py`). + +**The 123 skips are all the genuine geometric impossibility of fitting a large tilted window in a +square surface** (a 30°-rotated full square does not fit inside the square — a `ValueError`, honestly +tallied), **not** the zero-size-window bug that thinned exp-001's 90° arm. That bug (SI-017 gap 2) is +**fixed** this phase (`generator/fragments.py`; see §5), so 90° now has full coverage +(surface_002: 168 / 118 / 156 fragments at rot 0 / 30 / 90). + +--- + +## 1. Cross-grammar discrimination — the headline + +*(`curve_confidence_vs_frac_true_001.png`, `curve_confidence_vs_frac_true_002.png`, +`confusion_summary.png`)* + +Mean aggregate confidence, genuine fragments, rotation 0°, against the **true** sheet and against +the **cross** sheet (the other family), by fragment fraction: + +| | frac 0.05 | 0.10 | 0.20 | 0.35 | 0.50 | 0.75 | 1.00 | +|---|---|---|---|---|---|---|---| +| **001 fragments** → 001 (true) | 0.352 | 0.378 | 0.467 | 0.563 | 0.569 | 0.566 | **0.709** | +| **001 fragments** → 002 (cross) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | +| **002 fragments** → 002 (true) | 0.599 | 0.683 | 0.804 | 0.861 | 0.885 | 0.879 | 0.879 | +| **002 fragments** → 001 (cross) | 0.004 | 0.006 | 0.010 | 0.011 | 0.009 | 0.020 | 0.000 | + +**Does any 001 fragment ever reach candidate against 002, or vice versa? No — not one of 885.** +Across every fraction and rotation: + +- All **443** true-001 fragments score `not_recognised` against 002 (max cross aggregate **0.158**). +- All **442** true-002 fragments score `not_recognised` against 001 (max cross aggregate **0.268**). + +The cross-sheet distribution never touches the candidate line (0.40); the true-sheet distribution +sits **0.35–0.88**. The margin between the two — the false-positive property spec §5 asks to be +published — is the full width of the confidence axis. Confusion counts (all fracs × rotations): + +| true → scored | not_recognised | candidate | identified | +|---|---|---|---| +| 001 → **001** | 143 | 279 | 21 | +| 001 → 002 | **443** | 0 | 0 | +| 002 → 001 | **442** | 0 | 0 | +| 002 → **002** | 11 | 100 | 331 | + +An honest qualification, stated up front: **this separation is easy, and for a structural reason.** +The two families do not share a measurer — 001 is scored by the *band* measurer, 002 by the *grid* +measurer (`claim.py` dispatches on `structure.type`). A 001 fragment fed to the 002 sheet has its +grid/ink features come back mostly unobserved, so 002's *coverage* collapses and the aggregate is +floored near 0 by construction. The discrimination is real and published, but it is a between-family +result. The hard distinctiveness test — two grammars in the **same** family, competing on the same +measurements — is not run here because there is no second band or second grid grammar yet (see §6). + +--- + +## 2. White-balance robustness — the Milestone 2 core claim + +*(`wb_robustness.png`)* 002's identification is carried entirely by its ink set (audit 002 §6), and +colour-led signatures are print-fragile. The Milestone 2 claim is that the **relationship** path +(colour as a single global white-balance gain, SI-020) survives a cast where the **absolute** path +(ΔE against declared inks) does not. Mean 002 ink agreement over the frac-0.5 sweep, 24 fragments +per gain cell: + +| gain (B,G,R) | sense | absolute | **relationship** | feature (max) | implied applied R-gain | clipped inks (of ~9) | +|---|---|---|---|---|---|---| +| (1.0, 1.0, 1.0) | neutral | 0.965 | 0.965 | 0.965 | 1.00 | 2.0 | +| (0.85, 1.0, 1.15) | warm | **0.125** | **0.690** | 0.690 | 1.145 | 5.1 | +| (1.15, 1.0, 0.85) | cool | **0.035** | **0.806** | 0.806 | 0.847 | 3.0 | +| (0.7, 1.0, 1.3) | strong-warm | **0.016** | **0.588** | 0.588 | 1.298 | 8.8 | + +Reading: + +- **The absolute path collapses under any cast** — from 0.965 (neutral) to ≤ 0.125 (warm), 0.035 + (cool), 0.016 (strong-warm). On its own, colour recognition of 002 would be lost the moment a + camera white-balances. +- **The relationship path holds** — 0.690 / 0.806 / 0.588, all **above the candidate line (0.40)**, + so the feature agreement (the max of the two paths, SI-020) tracks the relationship path and the + identity survives the cast. The estimated correction gain is **in bounds for 100 %** of fragments + in every cell, and its **implied applied gain recovers the white balance that was applied** to two + significant figures (warm 1.145 ≈ 1.15, cool 0.847 ≈ 0.85, strong-warm 1.298 ≈ 1.30) — the claim + reports not just *that* colour matched but *what cast* it corrected for. +- **Where it breaks — strong-warm clipping (SI-020), quantified.** Pushing red to 1.30 saturates + bright inks: the clipped-ink count climbs 2 → 5.1 → 8.8 of ~9, and the relationship path drops from + 0.806 (cool, 3 clipped) to **0.588** (strong-warm, 8.8 clipped). The one-sided clip-aware scoring + (a clipped channel is a lower bound, not a mismatch) is what keeps it above candidate rather than + collapsing with the absolute path — but it is *degraded*, exactly as SI-020 predicts: once most + inks clip, a lower bound is most of what survives. Strong-warm is the edge of the model, and the + data shows the edge. + +This is the Milestone 2 result with numbers: **colour-as-relationship converts a total loss (0.016) +into a retained candidate-or-better identity (0.588–0.806) across a plausible cast range, and reports +the cast it removed** — degrading gracefully into the clipping regime rather than failing silently. + +--- + +## 3. Impostors — mutual, both scored against both sheets + +*(288 fragments, 144 per impostor.)* + +**(a) The exp-001 canonical band impostor** — ratio 2.0, duty ⅓, phase ⅓, carrying 001's exact inks +(colour cannot discriminate it; the margin rests on structure): + +| scored against | not_recognised | candidate | identified | mean | max | +|---|---|---|---|---|---| +| **001** | 136 | 8 | **0** | 0.317 | 0.412 | +| 002 | 144 | 0 | **0** | 0.000 | 0.000 | + +Reproduces exp-001's SI-016 finding exactly: 8 fragments (fracs 0.35/0.50) reach *candidate* — colour +(shared by construction) plus the `phase == duty` relation, which the commensurate ratio-2.00 impostor +can measure locally where the tuned 1.94 grammar cannot — but **never identification**, because ratio +and duty (0.50 of the weight) are dead off-peak. Against 002 it scores a flat 0. + +**(b) The nine-ink grid impostor** — 002's structure (grid, alphabet, exact multiply overprint) +rendered in **nine inks hue-rotated 165° in Lab**, min ΔE **24.4** from 002's master set (well past +the ΔE-10 tolerance): + +| scored against | not_recognised | candidate | identified | mean | max | +|---|---|---|---|---|---| +| 001 | 144 | 0 | **0** | 0.009 | 0.276 | +| **002** | 144 | 0 | **0** | 0.003 | 0.084 | + +**Does structure-only similarity leak? No — as expected, ~0.** This is the sharpest confirmation of +audit §6's peak-discounting: a surface that shares *everything* structural with 002 (same square grid, +same duty-½ stripe rhythm, same 45° staircases, same exact multiply overprint) scores **0.003** against +002, because every one of those features is weight-0 verification and the only identification-weighted +feature — the ink set — is deliberately wrong. And the WB **relationship path does not rescue it**: a +Lab hue rotation is not a diagonal per-channel gain, so no in-bounds consensus gain maps the shifted +inks onto 002's set (this is SI-020's diagonal-only design working as intended — it accepts a global +cast, it refuses a hue rotation). Exact ≠ distinctive; the address is the inks, and only the inks. + +--- + +## 4. 002 fragment strength vs audit 002 §5 + +*(rotation 0; fragment fraction as an approximate proxy for "how much composition is in frame" — the +mapping is by area, not by counting cells/circles/stripes, so it is indicative, not exact.)* + +| frac | ≈ audit §5 content | mean agg. (002) | ink agr. | verdicts (of 24) | +|---|---|---|---|---| +| 0.05 | a few cells | 0.599 | 0.679 | 7 identified · 14 candidate · 3 not_recognised | +| 0.10 | a small cluster | 0.683 | 0.755 | 13 · 11 · 0 | +| 0.20 | a circle / striped block | 0.804 | 0.879 | 18 · 6 · 0 | +| 0.35 | several primitives | 0.861 | 0.939 | 22 · 2 · 0 | +| 0.50 | quarter surface | 0.885 | 0.965 | 24 · 0 · 0 | +| 0.75–1.00 | most / whole | 0.879 | 0.958 | 24 · 0 · 0 | + +**Audit §5's headline — "dramatically better than Example 001" — is confirmed.** 002 reaches +`identified` from a fragment as small as **5 % of the surface area** (7 of 24 at frac 0.05; a clear +majority `identified` by frac 0.10), where 001 reaches identification only on the **whole** surface +(exp-001 §1, and §1 above: 001 frac 1.0 = 0.709). The reason is structural and matches the audit: 001's +signature is localised in band transitions and, worse, at the cascade origin (SI-014), so a small +interior fragment is weak; 002's genome — the ink set — is present in *almost every* fragment (audit §5 +"almost anywhere → ink values against the master set"), so a few cells already carry the address. The +weight-0 verification rows of audit §5 (one circle → Ø/M vocabulary; a striped area → M/2 rhythm; a +two-ink overlap → the multiply check) are measured but carry no identification weight, exactly as the +audit intends; the confidence above is the ink set doing the work at every fraction. + +The 3 not_recognised at frac 0.05 are honest: a ~5 % window sometimes catches only one or two inks — +below `MIN_INKS_FOR_GAIN = 3` (SI-020), which disables the relationship path and, if the fragment is +also colour-thin, leaves too little to cross candidate. 002's identifying power is high but not +unconditional at the smallest scale. + +**Rotation** (all fracs, surface_002): mean aggregate 0.799 / 0.793 / 0.775 at 0° / 30° / 90°, with +110 of 156 fragments still `identified` at 90°. The audit §5 "90° grid ambiguity" is broken by stripe +orientation and composition as the audit predicted — and 90° is now *fully sampled* thanks to the +sampler fix (§5), where exp-001 could only sample it thinly. + +--- + +## 5. The sampler fix (SI-017 gap 2) + +The Phase-2 rotated-fragment sampler degenerated to a **zero-size window** near 90° under aspect +jitter: it warped the whole surface to a full W×H canvas and then cropped an axis-aligned w×h box at +`(cx − w/2, cy − h/2)`; for a window wider than tall the fitting margin near 90° is `≈ h/2 < w/2`, so +the crop's left edge went **negative**, and Python's negative-index slicing read `x0` as `W + x0`, +producing an empty slice. Measured before the fix: **93 of 1000** frac-0.5 fragments at rotations +85–95° were zero-size; exp-001 tallied 121 such skips and its 90° arm was thin as a result. + +**Fix (`generator/fragments.py`):** frame the warp *directly onto the window* — translate the rotation +matrix so the window centre maps to `(w/2, h/2)` of a **w×h** output and `warpAffine` renders the whole +window in one pass. The returned fragment is now **always exactly (h, w)**; a negative slice is +impossible at any rotation 0–360°. For a window that already fit under the old code the output is +pixel-equivalent (same rotation, same centre, just framed to the window), so all existing tests pass +unchanged — none had encoded the bug. Verified: **0 zero-size windows** across a full 0–360° sweep; +the only remaining skips are genuine large-tilted-window non-fits (the `ValueError`, tallied). The +battery-level zero-size guard in `battery/run.py` is now dead code; it is kept as a never-firing +invariant (commented) so the frozen exp-001 harness stays byte-reproducible. New regression tests at +85–95° and under extreme aspect jitter are in `tests/test_cross.py`. + +--- + +## 6. Honest commentary — what still fails + +- **002 is a colour monoculture, and this experiment makes that concrete.** Its *only* + identification-weighted feature is the ink set (weight 0.75); `primitive_frequency_mix`'s 0.25 is + reserved-unmeasured (SI-008). So 002's entire identity rests on colour fidelity — precisely the + print-fragility audit §6 named. The WB relationship path is what makes that survivable, but it is a + **single point of failure**: a cast that clips most inks drags even the relationship path to 0.588 + (strong-warm, §2), and a fragment with < 3 inks cannot use it at all (§4). 001 spreads its identity + over four structural features; 002 stakes everything on one. Both are honest to their audits, but + they fail differently, and 002 fails toward the camera. + +- **`primitive_frequency_mix` is still unmeasured (SI-008).** Until it is, two grid *dialects* that + share an ink set are indistinguishable to this recogniser, and 002's coverage denominator is a + single feature. The nine-ink impostor confirms the *good* half of this (different inks → 0), but the + untested half is the dangerous one: same inks, different composition. Milestone 3 must implement + primitive-frequency extraction and let 002 commit its proportions (a `grammar_version` bump). + +- **The control corpus is trivial, and grid-vs-grid distance is undefined (new: SI-022).** Spec §5 + wants the false-positive rate published against a "control corpus of non-enrolled pattern work". Here + it is two enrolled grammars plus two impostors, and — as §1 admits — the two grammars are in + *different measurer families*, so their separation is structural rather than a close numeric call. + The published margin (no fragment crosses; no impostor identified) is real but it is a between-family, + small-corpus number. The real distinctiveness test is same-family (two band grammars, or two grid + grammars competing on the same measurements), and there is no second same-family grammar to run it + against yet. The same gap seen from the grid side: spec §5's minimum-distance-over-signature-locus + cannot presently be computed between two grid grammars, because the only non-zero-weight grid feature + is the ink set (SI-008). + +- **This is L2, not L3.** All conditions are synthetic. The WB robustness uses `degrade.white_balance` + — a clean per-channel gain with clipping. A real camera adds sensor noise, demosaic, a possibly + *non-diagonal* colour transform and non-uniform illumination. The nine-ink result shows the + relationship path correctly **refuses** a non-diagonal transform (a hue rotation) — which is right + for an impostor, but means a real illuminant that is even mildly non-diagonal would read as a + *genuine* mismatch. **Phase 4b (`battery/ingest`, print-and-photograph) must check:** (a) whether + real white balance stays inside the diagonal-gain model the relationship path assumes; (b) the + clipping regime on real bright inks (§2's strong-warm edge); and (c) whether 002's ink set survives a + real print's gamut at all. L3 stays open until it runs (SI-017). + +**What surprised.** The cross-grammar separation is *cleaner than the recogniser deserves credit for* — +zero of 885 fragments reached even candidate on the wrong sheet — but the cleanness is the family split +doing the work, not a hard-won numeric margin. The genuinely earned result of this phase is §2: colour +measured as a global-cast relationship turns a 0.016 absolute collapse into a 0.59–0.81 retained +identity **and names the cast it removed**, holding above candidate across warm/cool and degrading +predictably (not catastrophically) into the strong-warm clipping regime. That, and closing the 90° +sampler gap that thinned exp-001, are the two things Phase 7 actually moves. + +--- + +## SPEC-ISSUES added this phase + +- **SI-022** (§5) — the cross-grammar false-positive margin is published against a two-grammar corpus + in different measurer families, not a control corpus of non-enrolled pattern work; and grid-vs-grid + minimum distance is presently carried entirely by the ink set (every 002 structural feature is + weight-0 and `primitive_frequency_mix` is unmeasured, SI-008), so two grid dialects sharing an ink + set are indistinguishable. + +SI-017 gap 2 (the rotated-sampler zero-size bug) is **resolved** this phase (§5); its entry is +annotated accordingly. diff --git a/experiments/exp-002-cross-grammar/wb_robustness.png b/experiments/exp-002-cross-grammar/wb_robustness.png new file mode 100644 index 0000000000000000000000000000000000000000..ff3ea55fdd4a0ee9f40cbe6551a4811db48efc5e GIT binary patch literal 108665 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zDsF*14czYS>6ydG$RTRZU@rnVTe+&T5(#4B=$jcBtR68#vg;ABYXD`T z;hhg%^shDXcILiHYoZaU_W$!MTI&55${}PW@b8um6wb9SKju)LhWXV6&B{_ zV>U@n;x{pgO`8_7vCVDCdUaB`va*tK?%cuQ;Z7tG5d?E_(T$C-4=R8W*|lpIZU&r0 zSs9s`GiOeLU23tVeJ!M8 0 and frag.shape[1] > 0 + assert frag.size > 0 + # FragmentInfo.size_wh must match the returned array exactly. + assert frag.shape[:2] == (info.size_wh[1], info.size_wh[0]) + assert n_ok > 0 # some fragments at every tested rotation + + +@pytest.mark.parametrize("rotation", [85, 89, 90, 91, 95]) +def test_rotated_sampler_extreme_aspect_jitter(square_surface, rotation, monkeypatch): + """Under EXTREME aspect jitter (wide windows) near 90 deg, still never empty. + + Extreme jitter is exactly what surfaced the old bug: a window far wider than + tall has margin_x ~= h/2 < w/2 near 90 deg, so the old crop's left edge went + negative and sliced to empty. With the direct-warp fix the output is always + the full (h, w) window. + """ + monkeypatch.setattr(fragments, "_ASPECT_JITTER", 1.6) + for k in range(200): + rng = np.random.default_rng(k * 7 + rotation) + try: + frag, info = sample_fragment( + square_surface, frac=0.3, rng=rng, rotation_deg=float(rotation)) + except ValueError: + continue + assert frag.size > 0 and 0 not in frag.shape + assert frag.shape[:2] == (info.size_wh[1], info.size_wh[0]) + + +def test_rotated_sampler_full_circle_no_empty(square_surface): + """Sweep 0-360 deg: not a single zero-size window at any rotation.""" + for rot in range(0, 360, 5): + for k in range(20): + rng = np.random.default_rng(rot * 31 + k) + try: + frag, _ = sample_fragment(square_surface, frac=0.4, rng=rng, + rotation_deg=float(rot)) + except ValueError: + continue + assert frag.size > 0 and 0 not in frag.shape + + +def test_rotated_sampler_wide_surface_near_90(monkeypatch): + """A very non-square (wide) surface makes windows wide -> the old failure case.""" + sheet = load_sheet(SHEET_001) + surf = cascade.render(sheet, n_bands=N_BANDS, module_px=MODULE, seed=0, + orientation_deg=0.0, size=(400, 1400)) + for rot in (88, 90, 92): + for k in range(60): + rng = np.random.default_rng(k * 5 + rot) + try: + frag, info = sample_fragment(surf, frac=0.5, rng=rng, + rotation_deg=float(rot)) + except ValueError: + continue + assert frag.size > 0 and 0 not in frag.shape + assert frag.shape[:2] == (info.size_wh[1], info.size_wh[0]) + + +def test_rotated_fragment_at_90_has_no_border(square_surface): + """A 90 deg fragment is sampled from inside the surface: real ink, no border.""" + sheet = load_sheet(SHEET_001) + rng = np.random.default_rng(3) + frag, _ = sample_fragment(square_surface, frac=0.2, rng=rng, rotation_deg=90.0) + light, dark = cascade._ink(sheet, "light"), cascade._ink(sheet, "dark") + flat = frag.reshape(-1, 3).astype(np.int32) + near = np.minimum(np.abs(flat - light).sum(1), np.abs(flat - dark).sum(1)) + assert near.max() < 160 # no out-of-image (black) border + + +# ========================================================================= +# 2. Nine-ink impostor construction +# ========================================================================= + +def test_nine_ink_impostor_is_far_from_002_inks(): + """The nine-ink impostor's inks sit well outside 002's delta-E tolerance.""" + sheet = load_sheet(SHEET_002) + imp = build_nine_ink_impostor(sheet, tuple(range(40, 181, 5))) + assert len(imp["inks"]) == 9 + # delta-E tolerance for 002's ink_set is 10; the impostor is comfortably past it. + assert imp["min_delta_e"] > 15.0 + + +# ========================================================================= +# 3. End-to-end --quick cross-grammar run +# ========================================================================= + +def test_quick_cross_run_writes_all_artifacts(tmp_path): + config = quick_config() + summary = run_cross(config, tmp_path, timestamp="2026-01-01T00:00:00+00:00", + progress=False) + + assert (tmp_path / "manifest.yaml").exists() + csv_path = tmp_path / "raw_results.csv" + assert csv_path.exists() + for name in ("curve_confidence_vs_frac_true_001.png", + "curve_confidence_vs_frac_true_002.png", + "confusion_summary.png", + "wb_robustness.png"): + assert (tmp_path / name).exists(), name + + with open(csv_path, newline="") as fh: + reader = csv.DictReader(fh) + assert reader.fieldnames == CSV_FIELDS + rows = list(reader) + assert len(rows) == summary["rows"] > 0 + # All four arms produced rows. + arms = {r["arm"] for r in rows} + assert {"surface_001", "surface_002", "wb_002", "impostor"} <= arms + # true_grammar is recorded and both grammars appear. + assert {"bar-cascade-001", "iso-002"} <= {r["true_grammar"] for r in rows} + + +def test_quick_cross_run_is_reproducible(tmp_path): + ts = "2026-01-01T00:00:00+00:00" + a, b = tmp_path / "a", tmp_path / "b" + run_cross(quick_config(), a, timestamp=ts, progress=False) + run_cross(quick_config(), b, timestamp=ts, progress=False) + assert (a / "raw_results.csv").read_bytes() == (b / "raw_results.csv").read_bytes() + assert ((a / "wb_robustness.png").read_bytes() + == (b / "wb_robustness.png").read_bytes()) + + +def test_quick_cross_no_impostor_identified(tmp_path): + """False-positive discipline in the smoke run: no impostor fragment is ever + 'identified' against EITHER sheet, and the nine-ink grid impostor leaks + nothing (structure is weight-0 in 002).""" + run_cross(quick_config(), tmp_path, timestamp="2026-01-01T00:00:00+00:00", + progress=False) + with open(tmp_path / "raw_results.csv", newline="") as fh: + rows = list(csv.DictReader(fh)) + imp = [r for r in rows if r["arm"] == "impostor"] + assert imp + for r in imp: + assert r["verdict_001"] != "identified" + assert r["verdict_002"] != "identified" + # The nine-ink grid impostor scores ~0 against 002 (no ink match, no structure). + nine = [r for r in imp if r["impostor_id"] == "nine_ink_grid"] + assert nine + assert all(float(r["aggregate_002"]) < 0.4 for r in nine) + + +def test_quick_cross_grammar_separation(tmp_path): + """A full 002 surface is 'identified' as 002 and scores ~0 as 001 (and the + mirror for a 001 surface): the cross-grammar margin is real.""" + run_cross(quick_config(), tmp_path, timestamp="2026-01-01T00:00:00+00:00", + progress=False) + with open(tmp_path / "raw_results.csv", newline="") as fh: + rows = list(csv.DictReader(fh)) + full_002 = [r for r in rows if r["arm"] == "surface_002" + and float(r["frac"]) == 1.0 and float(r["rotation_deg"]) == 0.0] + assert full_002 + assert all(float(r["aggregate_001"]) < 0.4 for r in full_002) + assert any(r["verdict_002"] == "identified" for r in full_002)