"""Confidence bands: thresholds, the worst-word rule and the blank-mandatory flag (spec: Banding).""" import importlib.util import re from pathlib import Path BANDS = Path(__file__).resolve().parents[1] / "skills" / "rpa-dashboard-ai" / "templates" / "web" / "bands.py" spec = importlib.util.spec_from_file_location("bands", BANDS) bands = importlib.util.module_from_spec(spec) spec.loader.exec_module(bands) def test_thresholds(): assert bands.band_of(1.0) == "green" assert bands.band_of(0.95) == "green" assert bands.band_of(0.9499) == "amber" assert bands.band_of(0.90) == "amber" assert bands.band_of(0.8999) == "red" assert bands.band_of(0.0) == "red" def test_field_takes_its_worst_word(): assert bands.field_band([0.99, 0.97, 0.98], "ACME Office Supply") == "green" assert bands.field_band([0.99, 0.93, 0.98], "ACME Office Supply") == "amber" assert bands.field_band([0.99, 0.97, 0.62], "ACME Office Supply") == "red" def test_blank_mandatory_field_is_always_flagged(): assert bands.field_band([1.0], "", mandatory=True) == "blank" assert bands.field_band([], " ", mandatory=True) == "blank" assert bands.field_band(None, None, mandatory=True) == "blank" assert bands.needs_review("blank") # An optional blank is graded like any other field. assert bands.field_band([1.0], "", mandatory=False) == "green" def test_no_scores_means_unscored(): assert bands.field_band([], "INV-1001") == "unscored" def test_only_green_skips_review(): assert not bands.needs_review("green") assert all(bands.needs_review(b) for b in ["amber", "red", "blank", "unscored"]) def test_page_legends_use_the_bands_py_cut_points(): """The legend labels are hard-coded in the pages; they must say what bands.py decides.""" green, floor = bands.GREEN_THRESHOLD, bands.CONFIDENCE_THRESHOLD for page in [BANDS.parents[1] / "web" / "src" / "ai.ts", BANDS.parents[1] / "desktop" / "ai_sections.html"]: m = re.search(r"Clean ≥([\d.]+).*?Check ([\d.]+)–([\d.]+).*?Review <([\d.]+)", page.read_text(encoding="utf-8"), re.S) assert m, f"{page.name}: band legend labels not found" assert tuple(map(float, m.groups())) == (green, floor, green, floor), page.name