feat(destinations): say what happened to a school's leavers, without republishing what DfE withheld #137

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tudor merged 16 commits from feat/ks4-destinations into main 2026-08-30 20:49:15 +00:00
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import {
canAggregate, aggregateCells, canRenderPublishedAggregate,
canRenderBar, toBarSegments, CARD_GROUPS,
type DestinationCell, type DestinationGroup, type DestinationCategory,
} from '@/lib/destinations';
const pub = (category: DestinationCategory, pupils: number, cohort: number): DestinationCell => ({
category, pupils, percentage: (pupils / cohort) * 100, status: 'published',
});
const sup = (category: DestinationCategory): DestinationCell => ({
category, pupils: null, percentage: null, status: 'suppressed',
});
const fullGroup = (): DestinationGroup => ({
cohort: 180,
cells: [
pub('school_sixth_form', 75, 180), pub('sixth_form_college', 21, 180),
pub('further_education', 55, 180), pub('other_education', 6, 180),
pub('apprenticeship', 8, 180), pub('employment', 6, 180),
pub('not_sustained', 5, 180), pub('not_captured', 4, 180),
],
aggregates: {},
});
describe('canAggregate — R2, computing from components', () => {
it('allows a sum when every component is published', () => {
expect(canAggregate([pub('apprenticeship', 8, 180), pub('employment', 6, 180)])).toBe(true);
});
it('refuses a sum when any component is suppressed', () => {
expect(canAggregate([pub('apprenticeship', 8, 180), sup('employment')])).toBe(false);
});
it('refuses a sum when every component is suppressed', () => {
expect(canAggregate([sup('apprenticeship'), sup('employment')])).toBe(false);
});
});
describe('aggregateCells', () => {
it('sums published cells and derives a percentage from the cohort', () => {
expect(aggregateCells([pub('apprenticeship', 8, 180), pub('employment', 6, 180)], 180))
.toEqual({ pupils: 14, percentage: (14 / 180) * 100 });
});
it('returns null rather than a partial sum when a component is suppressed', () => {
expect(aggregateCells([pub('apprenticeship', 8, 180), sup('employment')], 180)).toBeNull();
});
});
describe('canRenderPublishedAggregate — R2, a total DfE published itself', () => {
it('allows it when no component is suppressed', () => {
expect(canRenderPublishedAggregate([
pub('school_sixth_form', 75, 180), pub('sixth_form_college', 21, 180),
])).toBe(true);
});
it('REFUSES it when exactly one component is suppressed — the aggregate identifies it', () => {
expect(canRenderPublishedAggregate([
pub('school_sixth_form', 75, 180), sup('sixth_form_college'),
])).toBe(false);
});
it('allows it when two or more components are suppressed', () => {
expect(canRenderPublishedAggregate([
sup('school_sixth_form'), sup('sixth_form_college'),
])).toBe(true);
});
});
describe('canRenderBar — R1', () => {
it('allows a bar when the whole group is published', () => {
expect(canRenderBar(fullGroup())).toBe(true);
});
it('refuses a bar when a single category is suppressed', () => {
const g = fullGroup();
g.cells[1] = sup('sixth_form_college');
expect(canRenderBar(g)).toBe(false);
});
});
describe('toBarSegments', () => {
it('derives widths from counts, not from rounded percentages', () => {
const segs = toBarSegments(fullGroup());
expect(segs).toHaveLength(8);
expect(segs[0].widthPct).toBeCloseTo((75 / 180) * 100, 10);
expect(segs.reduce((a, s) => a + s.widthPct, 0)).toBeCloseTo(100, 6);
});
it('throws rather than silently leaving a gap when the group is suppressed', () => {
const g = fullGroup();
g.cells[1] = sup('sixth_form_college');
expect(() => toBarSegments(g)).toThrow(/suppressed/i);
});
});
describe('CARD_GROUPS', () => {
it('partitions every destination category exactly once, plus the absence', () => {
const grouped = Object.values(CARD_GROUPS).flat();
expect(new Set(grouped).size).toBe(grouped.length);
expect(grouped).toEqual(expect.arrayContaining([
'school_sixth_form', 'sixth_form_college', 'further_education',
'other_education', 'apprenticeship', 'employment',
]));
expect(grouped).not.toContain('not_sustained');
expect(grouped).not.toContain('not_captured');
});
});
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/**
* Destination measures — categories, the card grouping, and the disclosure
* guards.
*
* DfE suppresses individual cells with `c`, and the destination categories sum
* to the cohort. So subtracting the published cells from the cohort total
* recovers a lone suppressed cell exactly — which is the case on 22% of
* mainstream secondaries. The guards below are what stop this module's
* consumers doing that by accident, and they are why a percentage is never
* reconstructed from a partial sum.
*
* See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
*/
export type DestinationCategory =
| 'school_sixth_form'
| 'sixth_form_college'
| 'further_education'
| 'other_education'
| 'apprenticeship'
| 'employment'
| 'not_sustained'
| 'not_captured'
// 16-18 only.
| 'higher_education';
export type PupilGroup = 'all' | 'disadvantaged' | 'other';
export type DestinationStatus = 'published' | 'suppressed' | 'not_applicable';
export type CardGroup = 'academic' | 'college' | 'work';
export interface DestinationCell {
category: DestinationCategory;
pupils: number | null;
percentage: number | null;
status: DestinationStatus;
}
export interface DestinationGroup {
cohort: number;
cells: DestinationCell[];
/** Aggregates DfE published itself, keyed by slug. */
aggregates: Partial<Record<'sustained_education' | 'sustained_all', DestinationCell>>;
}
/** Display order, which is also bar order: education, then work, then absence. */
export const CATEGORY_ORDER: DestinationCategory[] = [
'higher_education',
'school_sixth_form', 'sixth_form_college', 'further_education', 'other_education',
'apprenticeship', 'employment', 'not_sustained', 'not_captured',
];
/**
* Our grouping, not DfE's — the single most arguable thing on the page, which
* is why it lives in exactly one place. `not_sustained` and `not_captured` are
* deliberately absent: they are the absence of a destination, not a route, and
* "activity not captured" includes independent schools and moving abroad.
*/
export const CARD_GROUPS: Record<CardGroup, DestinationCategory[]> = {
academic: ['higher_education', 'school_sixth_form', 'sixth_form_college'],
college: ['further_education', 'other_education'],
work: ['apprenticeship', 'employment'],
};
export function suppressedCount(cells: DestinationCell[]): number {
return cells.filter(c => c.status === 'suppressed').length;
}
/** R2: a sum computed from components is safe only if every component is published. */
export function canAggregate(cells: DestinationCell[]): boolean {
return cells.length > 0 && cells.every(c => c.status === 'published');
}
export function aggregateCells(
cells: DestinationCell[], cohort: number,
): { pupils: number; percentage: number } | null {
if (!canAggregate(cells) || cohort <= 0) return null;
const pupils = cells.reduce((sum, c) => sum + (c.pupils ?? 0), 0);
return { pupils, percentage: (pupils / cohort) * 100 };
}
/**
* R2, the other direction: DfE published this total itself. Showing it beside
* the components is safe only when it spans no suppressed component, or two or
* more. Exactly one, and the total names the withheld figure.
*/
export function canRenderPublishedAggregate(components: DestinationCell[]): boolean {
return suppressedCount(components) !== 1;
}
/** R1: a bar is drawable only when nothing in the group is withheld. */
export function canRenderBar(group: DestinationGroup): boolean {
return group.cohort > 0 && group.cells.every(c => c.status === 'published');
}
export interface BarSegment {
category: DestinationCategory;
pupils: number;
/** Exact width from the count — never the rounded percentage. */
widthPct: number;
/** Rounded value for the segment label. */
labelPct: number;
}
export function toBarSegments(group: DestinationGroup): BarSegment[] {
if (!canRenderBar(group)) {
throw new Error(
'toBarSegments: refusing to draw a bar for a group with suppressed categories — '
+ 'the gap left behind would disclose the withheld figure (R1).',
);
}
const byCategory = new Map(group.cells.map(c => [c.category, c]));
return CATEGORY_ORDER.flatMap<BarSegment>(category => {
const cell = byCategory.get(category);
if (!cell || cell.pupils === null) return [];
const widthPct = (cell.pupils / group.cohort) * 100;
return [{ category, pupils: cell.pupils, widthPct, labelPct: Math.round(widthPct) }];
});
}
export const CATEGORY_LABELS: Record<DestinationCategory, string> = {
higher_education: 'UK higher education',
school_sixth_form: 'State-funded school sixth form',
sixth_form_college: 'Sixth-form college',
further_education: 'FE and other colleges',
other_education: 'Other education destination',
apprenticeship: 'Apprenticeship',
employment: 'Employment',
not_sustained: 'Not recorded as a sustained destination',
not_captured: 'Activity not captured',
};
export const CARD_QUESTIONS: Record<CardGroup, { question: string; hint: string }> = {
academic: {
question: 'Do leavers stay on an academic route?',
hint: 'a school sixth form or a sixth-form college',
},
college: {
question: 'Or move to a college?',
hint: 'an FE or other college',
},
work: {
question: 'Or straight into work?',
hint: 'an apprenticeship or a job',
},
};
/** Which card a category belongs to, or null for the two absence categories. */
export function cardGroupFor(category: DestinationCategory): CardGroup | null {
for (const [group, categories] of Object.entries(CARD_GROUPS) as [CardGroup, DestinationCategory[]][]) {
if (categories.includes(category)) return group;
}
return null;
}