docs(plan): subject-series export implementation plan

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
Experiments DB Dev
2026-07-19 14:36:10 -04:00
parent 8153777951
commit 3e52117c1a
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# Subject-Series Data Export Implementation Plan
> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
**Goal:** Replace the export modal's assignable-axes UI with three pickers — X field (rows), Data value (cells), and Group by — where columns are always the subjects, matching the cross-subject metrics plot.
**Architecture:** Add X-coordinate helpers to `dataExport.js` (`numericFieldVal`, `listSampleMembers`, `buildSampleIndex`) and a focused `buildSubjectSeriesMatrix` that emits the existing `toCSV` shape. Rewrite `ExportDataModal.jsx` to the three pickers. Then delete the now-dead assignable-axes machinery.
**Tech Stack:** React 18, plain ES modules, Jest + `@testing-library/react` (jsdom). No new dependencies.
**Spec:** `docs/superpowers/specs/2026-07-19-subject-series-export-design.md`
## Global Constraints
- `dataExport.js` stays pure: no React, no I/O.
- Cell value semantics: `0` and `''` are **real** values; only genuinely-missing lookups render blank (`''`), via the existing `hasValue` + `extractValue`.
- CSV: LF (`\n`) line endings; escape every cell via the existing `escapeCsvCell`.
- **X = `Date`** → rows are distinct `YYYY-MM-DD` dates, sorted.
- **X = `# Days Reach`** (`'__days__'`) → rows are `1, 2, 3, …`; the max over subjects of that subject's count of recorded statuses (a status must have `animal_id` and `date`). A cell for `(subject, N)` reads the subject's Nth recorded day, counting **all** records sorted ascending by date (per-status ordinal, Day 1 = earliest).
- **X = daily field** (its `fieldId`) → rows are the distinct **numeric** values (`numericFieldVal`), sorted ascending; non-numeric excluded. A cell for `(subject, v)` reads that subject's first status (by date) whose field equals `v`.
- Columns are **always** the subjects (`listSubjectMembers`), clustered by group then name. Entirely-blank sample rows are dropped; subject columns are always kept.
- Group by defaults to the saved field (`groupField` prop), validated against `__none__`/`__name__`/`__id__`/active `subjectTemplate` fields; coerced to `__none__` when unset or stale.
- CSV: line 1 is `Data,<metric label>`; blank line; a `Group,…` row only when grouping (missing group → `—`); header `= <X label>,<subject headers…>`; data rows `= <X value>,<values…>`. Filename via existing `csvFilename(title, dataLabel)`.
- Default X = `Date`; default Data = first parameter (`Total attempts`).
- Run tests from `frontend/`: `npx jest tests/dataExport.test.js`, `npx jest tests/ExportDataModal.test.jsx`, full `npm test`.
- Two suites (`tests/ExperimentCalendar.test.jsx`, `tests/ExperimentDayView.test.jsx`, 31 tests) fail for a PRE-EXISTING, unrelated reason and must be left as-is; changes must introduce no new failures.
---
### Task 1: X-coordinate helpers
**Files:**
- Modify: `frontend/src/lib/dataExport.js` (add three exports; keep everything else for now)
- Test: `frontend/tests/dataExport.test.js`
**Interfaces:**
- Consumes: existing private `dateKey(date)`.
- Produces:
- `numericFieldVal(status, field): number|null``field.builtin ? status[field.key] : status.custom_fields[field.fieldId]`, `parseFloat`, non-numeric → null.
- `listSampleMembers(statuses, xField, dailyTemplate): Array<{ id, label, sampleValue }>` — row members for the chosen X (`xField` is `'__date__'`, `'__days__'`, or a daily `fieldId`).
- `buildSampleIndex(statuses, xField, dailyTemplate): Map<animalId, Map<sampleValue, status>>` — first status per `(subject, sampleValue)` wins, per-subject date-ordered.
- [ ] **Step 1: Write the failing tests**
Append to `frontend/tests/dataExport.test.js`:
```js
import { numericFieldVal, listSampleMembers, buildSampleIndex } from '../src/lib/dataExport';
const sDaily = [{ fieldId: 'c-w', key: 'w', label: 'Weight', builtin: false, active: true }];
const sStatuses = [
{ animal_id: 'a1', date: '2026-07-01T00:00:00Z', custom_fields: { 'c-w': '250' } },
{ animal_id: 'a1', date: '2026-07-03T00:00:00Z', custom_fields: { 'c-w': '260' } },
{ animal_id: 'a2', date: '2026-07-01T00:00:00Z', custom_fields: { 'c-w': '250' } },
];
describe('numericFieldVal', () => {
it('reads builtin via key and custom via fieldId, parsed to number', () => {
expect(numericFieldVal({ weight: '250' }, { builtin: true, key: 'weight' })).toBe(250);
expect(numericFieldVal({ custom_fields: { 'c-w': '12.5' } }, { builtin: false, fieldId: 'c-w' })).toBe(12.5);
});
it('returns null for non-numeric, missing, or no field', () => {
expect(numericFieldVal({ custom_fields: { 'c-w': 'abc' } }, { builtin: false, fieldId: 'c-w' })).toBeNull();
expect(numericFieldVal({}, { builtin: true, key: 'weight' })).toBeNull();
expect(numericFieldVal({ weight: 1 }, null)).toBeNull();
});
});
describe('listSampleMembers', () => {
it('date: distinct dates sorted', () => {
expect(listSampleMembers(sStatuses, '__date__', sDaily).map((m) => m.sampleValue)).toEqual(['2026-07-01', '2026-07-03']);
});
it('# days reach: 1..max records per subject', () => {
expect(listSampleMembers(sStatuses, '__days__', sDaily).map((m) => m.sampleValue)).toEqual([1, 2]);
});
it('daily field: distinct numeric values sorted ascending', () => {
expect(listSampleMembers(sStatuses, 'c-w', sDaily).map((m) => m.sampleValue)).toEqual([250, 260]);
});
});
describe('buildSampleIndex', () => {
it('date coord maps animalId -> dateKey -> status', () => {
const idx = buildSampleIndex(sStatuses, '__date__', sDaily);
expect(idx.get('a1').get('2026-07-03').date).toContain('2026-07-03');
});
it('# days reach assigns per-subject ordinals in date order', () => {
const idx = buildSampleIndex(sStatuses, '__days__', sDaily);
expect(idx.get('a1').get(1).date).toContain('2026-07-01');
expect(idx.get('a1').get(2).date).toContain('2026-07-03');
expect(idx.get('a2').get(1).date).toContain('2026-07-01');
expect(idx.get('a2').has(2)).toBe(false);
});
it('daily field maps numeric value to first status by date', () => {
const idx = buildSampleIndex(sStatuses, 'c-w', sDaily);
expect(idx.get('a1').get(250).date).toContain('2026-07-01');
expect(idx.get('a1').get(260).date).toContain('2026-07-03');
});
});
```
- [ ] **Step 2: Run tests to verify they fail**
Run: `npx jest tests/dataExport.test.js -t "listSampleMembers"`
Expected: FAIL — `listSampleMembers is not defined`.
- [ ] **Step 3: Write minimal implementation**
Add to `frontend/src/lib/dataExport.js` (after `listExportableParams`, before the private `hasValue`/`dateKey` — note `dateKey` is defined lower in the file but hoisted as a function declaration, so referencing it here is fine):
```js
// Numeric value of a daily field on one status (mirrors the metrics plot's helper).
export function numericFieldVal(status, field) {
if (!field) return null;
const raw = field.builtin ? status?.[field.key] : status?.custom_fields?.[field.fieldId];
const n = parseFloat(raw);
return Number.isNaN(n) ? null : n;
}
// Ordered row members for the chosen X coordinate.
// xField: '__date__' | '__days__' | <daily fieldId>
export function listSampleMembers(statuses, xField, dailyTemplate) {
const list = statuses ?? [];
if (xField === '__date__') {
const keys = new Set();
for (const s of list) if (s?.date) keys.add(dateKey(s.date));
return [...keys].sort().map((k) => ({ id: k, label: k, sampleValue: k }));
}
if (xField === '__days__') {
const counts = new Map();
for (const s of list) {
if (s?.animal_id == null || !s?.date) continue;
counts.set(s.animal_id, (counts.get(s.animal_id) ?? 0) + 1);
}
const max = counts.size ? Math.max(...counts.values()) : 0;
return Array.from({ length: max }, (_, i) => ({ id: String(i + 1), label: String(i + 1), sampleValue: i + 1 }));
}
const field = (dailyTemplate ?? []).find((f) => f.fieldId === xField);
const vals = new Set();
for (const s of list) {
const v = numericFieldVal(s, field);
if (v !== null) vals.add(v);
}
return [...vals].sort((a, b) => a - b).map((v) => ({ id: String(v), label: String(v), sampleValue: v }));
}
// animalId -> Map(sampleValue -> status). First status per (subject, sampleValue) wins,
// scanning each subject's statuses in ascending date order.
export function buildSampleIndex(statuses, xField, dailyTemplate) {
const bySubject = new Map();
for (const s of statuses ?? []) {
if (s?.animal_id == null || !s?.date) continue;
if (!bySubject.has(s.animal_id)) bySubject.set(s.animal_id, []);
bySubject.get(s.animal_id).push(s);
}
const field = xField !== '__date__' && xField !== '__days__'
? (dailyTemplate ?? []).find((f) => f.fieldId === xField)
: null;
const index = new Map();
for (const [animalId, subjStatuses] of bySubject) {
const ordered = [...subjStatuses].sort((a, b) => dateKey(a.date).localeCompare(dateKey(b.date)));
const m = new Map();
ordered.forEach((s, i) => {
let key;
if (xField === '__date__') key = dateKey(s.date);
else if (xField === '__days__') key = i + 1;
else { const v = numericFieldVal(s, field); if (v === null) return; key = v; }
if (!m.has(key)) m.set(key, s);
});
index.set(animalId, m);
}
return index;
}
```
- [ ] **Step 4: Run tests to verify they pass**
Run: `npx jest tests/dataExport.test.js`
Expected: PASS (new suites green; all pre-existing suites still green).
- [ ] **Step 5: Commit**
```bash
git add frontend/src/lib/dataExport.js frontend/tests/dataExport.test.js
git commit -m "feat(export): X-coordinate helpers (date, # days reach, daily field)"
```
---
### Task 2: buildSubjectSeriesMatrix
**Files:**
- Modify: `frontend/src/lib/dataExport.js` (add `buildSubjectSeriesMatrix` + private `xFieldLabel`)
- Test: `frontend/tests/dataExport.test.js`
**Interfaces:**
- Consumes: `listSubjectMembers`, `listSampleMembers`, `buildSampleIndex`, `extractValue`, private `hasValue`.
- Produces: `buildSubjectSeriesMatrix({ xField, dataParam, groupField }, { statuses, animals, dailyTemplate })``{ corner, context: { label: 'Data', value }, groupAxis: 'col'|null, columns: [{ id, label, animalId, group }], rows: [{ member: { id, label, sampleValue }, values: [value|''] }] }` — the same shape the existing `toCSV` consumes (`groupAxis: 'col'` triggers its group-row branch).
- [ ] **Step 1: Write the failing tests**
Append to `frontend/tests/dataExport.test.js`:
```js
import { buildSubjectSeriesMatrix } from '../src/lib/dataExport';
const ssAnimals = [
{ id: 'a1', animal_name: 'Alpha', animal_id_string: 'R-001', subject_info: { grp: 'Control' } },
{ id: 'a2', animal_name: 'Beta', animal_id_string: 'R-002', subject_info: { grp: 'Drug' } },
];
const ssStatuses = [
{ animal_id: 'a1', date: '2026-07-01T00:00:00Z', analysis_summary: { total: 5 } },
{ animal_id: 'a1', date: '2026-07-02T00:00:00Z', analysis_summary: { total: 7 } },
{ animal_id: 'a2', date: '2026-07-01T00:00:00Z', analysis_summary: { total: 9 } },
];
const totalParam = { id: '__total__', label: 'Total attempts', kind: 'total', group: 'metrics' };
describe('buildSubjectSeriesMatrix', () => {
it('date X: subjects as columns, date rows, blank where missing, context names the metric', () => {
const m = buildSubjectSeriesMatrix(
{ xField: '__date__', dataParam: totalParam, groupField: '__none__' },
{ statuses: ssStatuses, animals: ssAnimals, dailyTemplate: [] },
);
expect(m.corner).toBe('Date');
expect(m.context).toEqual({ label: 'Data', value: 'Total attempts' });
expect(m.groupAxis).toBeNull();
expect(m.columns.map((c) => c.label)).toEqual(['Alpha', 'Beta']);
expect(m.rows.map((r) => r.member.label)).toEqual(['2026-07-01', '2026-07-02']);
expect(m.rows[0].values).toEqual([5, 9]);
expect(m.rows[1].values).toEqual([7, '']);
});
it('# days reach X: rows align each subject by day ordinal', () => {
const m = buildSubjectSeriesMatrix(
{ xField: '__days__', dataParam: totalParam, groupField: '__none__' },
{ statuses: ssStatuses, animals: ssAnimals, dailyTemplate: [] },
);
expect(m.corner).toBe('# Days Reach');
expect(m.rows.map((r) => r.member.label)).toEqual(['1', '2']);
expect(m.rows[0].values).toEqual([5, 9]);
expect(m.rows[1].values).toEqual([7, '']);
});
it('grouping sets groupAxis col and clusters subjects', () => {
const m = buildSubjectSeriesMatrix(
{ xField: '__date__', dataParam: totalParam, groupField: 'grp' },
{ statuses: ssStatuses, animals: ssAnimals, dailyTemplate: [] },
);
expect(m.groupAxis).toBe('col');
expect(m.columns.map((c) => [c.group, c.label])).toEqual([['Control', 'Alpha'], ['Drug', 'Beta']]);
});
it('drops entirely-blank rows', () => {
const statuses = [
{ animal_id: 'a1', date: '2026-07-01T00:00:00Z', analysis_summary: { total: 5 } },
{ animal_id: 'a1', date: '2026-07-05T00:00:00Z', analysis_summary: null },
];
const m = buildSubjectSeriesMatrix(
{ xField: '__date__', dataParam: totalParam, groupField: '__none__' },
{ statuses, animals: ssAnimals, dailyTemplate: [] },
);
expect(m.rows.map((r) => r.member.label)).toEqual(['2026-07-01']);
});
});
```
- [ ] **Step 2: Run tests to verify they fail**
Run: `npx jest tests/dataExport.test.js -t "buildSubjectSeriesMatrix"`
Expected: FAIL — `buildSubjectSeriesMatrix is not defined`.
- [ ] **Step 3: Write minimal implementation**
Add to `frontend/src/lib/dataExport.js` (after `buildSampleIndex`):
```js
function xFieldLabel(xField, dailyTemplate) {
if (xField === '__date__') return 'Date';
if (xField === '__days__') return '# Days Reach';
return (dailyTemplate ?? []).find((f) => f.fieldId === xField)?.label ?? '';
}
// Subjects as columns, X-field values as rows, one Data value per cell.
// Returns the { context, corner, groupAxis, columns, rows } shape toCSV consumes.
export function buildSubjectSeriesMatrix({ xField, dataParam, groupField }, { statuses, animals, dailyTemplate }) {
const columns = listSubjectMembers(animals, groupField);
const rowMembers = listSampleMembers(statuses, xField, dailyTemplate);
const index = buildSampleIndex(statuses, xField, dailyTemplate);
const cellValue = (sampleValue, animalId) => {
const status = index.get(animalId)?.get(sampleValue);
if (!status || !dataParam) return '';
const v = extractValue(status, dataParam);
return hasValue(v) ? v : '';
};
let rows = rowMembers.map((rm) => ({
member: rm,
values: columns.map((c) => cellValue(rm.sampleValue, c.animalId)),
}));
rows = rows.filter((r) => r.values.some((v) => v !== '')); // drop entirely-blank sample rows
const grouped = !!groupField && groupField !== '__none__';
return {
corner: xFieldLabel(xField, dailyTemplate),
context: { label: 'Data', value: dataParam?.label ?? '' },
groupAxis: grouped ? 'col' : null,
columns,
rows,
};
}
```
- [ ] **Step 4: Run tests to verify they pass**
Run: `npx jest tests/dataExport.test.js`
Expected: PASS (all suites green).
- [ ] **Step 5: Commit**
```bash
git add frontend/src/lib/dataExport.js frontend/tests/dataExport.test.js
git commit -m "feat(export): buildSubjectSeriesMatrix — subjects as columns over an X field"
```
---
### Task 3: Rewrite ExportDataModal to the three pickers
**Files:**
- Modify: `frontend/src/components/ExportDataModal.jsx` (full body rewrite; keep `triggerDownload`)
- Test: `frontend/tests/ExportDataModal.test.jsx` (rewrite)
**Interfaces:**
- Consumes: `listExportableParams`, `buildSubjectSeriesMatrix`, `toCSV`, `csvFilename` from `../lib/dataExport`; `experimentsApi.getDailyStatuses`.
- Props unchanged: `experimentTitle`, `experimentId`, `dailyTemplate`, `animals`, `subjectTemplate` (default `[]`), `groupField` (default `'__none__'`), `onClose`.
- Produces: modal with three selects — X (rows), Data (cells), Group by.
- [ ] **Step 1: Rewrite the component test**
Replace the entire contents of `frontend/tests/ExportDataModal.test.jsx` with:
```jsx
import React from 'react';
import { render, screen, waitFor, fireEvent } from '@testing-library/react';
import ExportDataModal from '../src/components/ExportDataModal';
import * as client from '../src/api/client';
jest.mock('../src/api/client', () => ({
experimentsApi: { getDailyStatuses: jest.fn() },
}));
const animals = [
{ id: 'a1', animal_name: 'Alpha', animal_id_string: 'R-001', subject_info: { grp: 'Control' } },
{ id: 'a2', animal_name: 'Beta', animal_id_string: 'R-002', subject_info: { grp: 'Drug' } },
];
const statuses = [
{ animal_id: 'a1', date: '2026-07-01T00:00:00Z', analysis_summary: { total: 5, success_rate: 0.5 } },
{ animal_id: 'a1', date: '2026-07-02T00:00:00Z', analysis_summary: { total: 7, success_rate: 0.7 } },
{ animal_id: 'a2', date: '2026-07-01T00:00:00Z', analysis_summary: { total: 9, success_rate: 0.9 } },
];
const subjectTemplate = [{ fieldId: 'grp', label: 'Group', active: true }];
beforeEach(() => {
jest.clearAllMocks();
client.experimentsApi.getDailyStatuses.mockResolvedValue(statuses);
});
// Intercept the Blob handed to URL.createObjectURL so tests can read the real CSV.
// Also stub anchor.click() — jsdom treats a click on <a href="blob:..."> as an
// unimplemented navigation that throws async and can flake a later test.
function mockDownload() {
let blob = null;
const origCreate = global.URL.createObjectURL;
const origRevoke = global.URL.revokeObjectURL;
const origClick = window.HTMLAnchorElement.prototype.click;
global.URL.createObjectURL = jest.fn((b) => { blob = b; return 'blob:mock'; });
global.URL.revokeObjectURL = jest.fn();
window.HTMLAnchorElement.prototype.click = jest.fn();
return {
getBlob: () => blob,
restore: async () => {
await new Promise((r) => setTimeout(r, 0)); // flush handleExport's setTimeout revoke
global.URL.createObjectURL = origCreate;
global.URL.revokeObjectURL = origRevoke;
window.HTMLAnchorElement.prototype.click = origClick;
},
};
}
function readBlobText(blob) {
return new Promise((resolve, reject) => {
const fr = new FileReader();
fr.onload = () => resolve(fr.result);
fr.onerror = reject;
fr.readAsText(blob);
});
}
function renderModal(props = {}) {
return render(
<ExportDataModal
experimentId="exp-1"
experimentTitle="My Study"
dailyTemplate={[]}
animals={animals}
subjectTemplate={subjectTemplate}
groupField="__none__"
onClose={jest.fn()}
{...props}
/>,
);
}
describe('ExportDataModal', () => {
it('renders X / Data / Group by pickers; X defaults to Date', async () => {
renderModal();
expect(await screen.findByLabelText('X axis (rows)')).toHaveValue('__date__');
expect(screen.getByLabelText('Data (cells)')).toBeInTheDocument();
expect(screen.getByLabelText('Group by')).toHaveValue('__none__');
await waitFor(() => expect(screen.getByText(/2 rows × 2 subjects/i)).toBeInTheDocument());
});
it('default export (X=Date, Data=Total attempts) has subject columns, date rows, blank where missing', async () => {
const dl = mockDownload();
renderModal();
await screen.findByLabelText('X axis (rows)');
await waitFor(() => expect(screen.getByText(/2 rows/i)).toBeInTheDocument());
fireEvent.click(screen.getByText('Export CSV'));
const text = await readBlobText(dl.getBlob());
expect(text).toBe('Data,Total attempts\n\nDate,Alpha,Beta\n2026-07-01,5,9\n2026-07-02,7,');
await dl.restore();
});
it('switching X to # Days Reach makes rows the day ordinals', async () => {
const dl = mockDownload();
renderModal();
fireEvent.change(await screen.findByLabelText('X axis (rows)'), { target: { value: '__days__' } });
await waitFor(() => expect(screen.getByText(/2 rows/i)).toBeInTheDocument());
fireEvent.click(screen.getByText('Export CSV'));
const text = await readBlobText(dl.getBlob());
expect(text).toBe('Data,Total attempts\n\n# Days Reach,Alpha,Beta\n1,5,9\n2,7,');
await dl.restore();
});
it('a valid group field adds a Group row and clusters subjects', async () => {
const dl = mockDownload();
renderModal({ groupField: 'grp' });
await screen.findByLabelText('X axis (rows)');
await waitFor(() => expect(screen.getByText(/2 rows/i)).toBeInTheDocument());
fireEvent.click(screen.getByText('Export CSV'));
const text = await readBlobText(dl.getBlob());
expect(text).toMatch(/^Group,Control,Drug$/m);
await dl.restore();
});
});
```
- [ ] **Step 2: Run the test to verify it fails**
Run: `npx jest tests/ExportDataModal.test.jsx`
Expected: FAIL — old modal has no `X axis (rows)` / `Data (cells)` labels.
- [ ] **Step 3: Rewrite the component**
Replace the entire contents of `frontend/src/components/ExportDataModal.jsx` with:
```jsx
import React, { useEffect, useMemo, useState } from 'react';
import { experimentsApi } from '../api/client';
import Button from './ui/Button';
import Alert from './ui/Alert';
import { listExportableParams, buildSubjectSeriesMatrix, toCSV, csvFilename } from '../lib/dataExport';
const PARAM_GROUP_LABELS = { metrics: 'Session metrics', daily: 'Daily record fields' };
function triggerDownload(filename, text) {
const blob = new Blob([text], { type: 'text/csv;charset=utf-8;' });
const url = URL.createObjectURL(blob);
const a = document.createElement('a');
a.href = url;
a.download = filename;
document.body.appendChild(a);
a.click();
document.body.removeChild(a);
setTimeout(() => URL.revokeObjectURL(url), 0);
}
export default function ExportDataModal({
experimentTitle, experimentId, dailyTemplate, animals, subjectTemplate = [], groupField = '__none__', onClose,
}) {
const [loading, setLoading] = useState(true);
const [error, setError] = useState(null);
const [statuses, setStatuses] = useState([]);
const [xField, setXField] = useState('__date__');
const [dataId, setDataId] = useState(null);
const [groupBy, setGroupBy] = useState(() => {
const valid = groupField === '__none__' || groupField === '__name__' || groupField === '__id__'
|| subjectTemplate.some((f) => f.active && f.fieldId === groupField);
return valid ? groupField : '__none__';
});
useEffect(() => {
let alive = true;
setLoading(true);
setError(null);
experimentsApi.getDailyStatuses(experimentId, {})
.then((data) => { if (alive) setStatuses(data); })
.catch((err) => { if (alive) setError(err.message); })
.finally(() => { if (alive) setLoading(false); });
return () => { alive = false; };
}, [experimentId]);
const params = useMemo(() => listExportableParams(dailyTemplate, statuses), [dailyTemplate, statuses]);
const effDataId = dataId ?? params[0]?.id ?? null;
const dataParam = params.find((p) => p.id === effDataId) ?? params[0] ?? null;
const activeDaily = useMemo(() => (dailyTemplate ?? []).filter((f) => f.active), [dailyTemplate]);
const xOptions = useMemo(() => [
{ id: '__date__', label: 'Date' },
{ id: '__days__', label: '# Days Reach' },
...activeDaily.map((f) => ({ id: f.fieldId, label: f.label })),
], [activeDaily]);
const matrix = useMemo(
() => (dataParam
? buildSubjectSeriesMatrix({ xField, dataParam, groupField: groupBy }, { statuses, animals, dailyTemplate })
: { columns: [], rows: [], context: { label: 'Data', value: '' }, corner: '', groupAxis: null }),
[xField, dataParam, groupBy, statuses, animals, dailyTemplate],
);
const hasData = matrix.rows.length > 0;
const groupedParams = useMemo(() => {
const out = [];
for (const p of params) {
let g = out.find((x) => x.group === p.group);
if (!g) { g = { group: p.group, items: [] }; out.push(g); }
g.items.push(p);
}
return out;
}, [params]);
function handleExport() {
if (!hasData || !dataParam) return;
triggerDownload(csvFilename(experimentTitle, dataParam.label), toCSV(matrix));
onClose();
}
if (loading) return <p className="text-sm text-gray-400" aria-live="polite">Loading data</p>;
if (error) return (
<div className="space-y-4">
<Alert type="error" message={error} />
<div className="flex justify-end"><Button variant="secondary" onClick={onClose}>Close</Button></div>
</div>
);
const selectCls = 'w-full border border-gray-200 rounded px-2 py-1.5 text-sm bg-white focus:outline-none focus:ring-1 focus:ring-indigo-400';
return (
<div className="space-y-4">
<p className="text-sm text-gray-500">
One value per subject over an X axis each column is a subject, each row an X value. Blank where a subject has no value.
</p>
<div>
<label htmlFor="export-x" className="block text-xs font-medium text-gray-500 mb-1">X axis (rows)</label>
<select id="export-x" value={xField} onChange={(e) => setXField(e.target.value)} className={selectCls}>
{xOptions.map((o) => <option key={o.id} value={o.id}>{o.label}</option>)}
</select>
</div>
<div>
<label htmlFor="export-data" className="block text-xs font-medium text-gray-500 mb-1">Data (cells)</label>
<select id="export-data" value={effDataId ?? ''} onChange={(e) => setDataId(e.target.value)} className={selectCls}>
{groupedParams.map((g) => (
<optgroup key={g.group} label={PARAM_GROUP_LABELS[g.group] ?? g.group}>
{g.items.map((p) => <option key={p.id} value={p.id}>{p.label}</option>)}
</optgroup>
))}
</select>
</div>
<div>
<label htmlFor="export-group" className="block text-xs font-medium text-gray-500 mb-1">Group by</label>
<select id="export-group" value={groupBy} onChange={(e) => setGroupBy(e.target.value)} className={selectCls}>
<option value="__none__"> None </option>
<option value="__name__">Name</option>
<option value="__id__">Subject ID</option>
{subjectTemplate.filter((f) => f.active).map((f) => (
<option key={f.fieldId} value={f.fieldId}>{f.label}</option>
))}
</select>
</div>
<p className="text-xs text-gray-400">
{hasData
? `${matrix.rows.length} row${matrix.rows.length !== 1 ? 's' : ''} × ${matrix.columns.length} subject${matrix.columns.length !== 1 ? 's' : ''}`
: 'No data for this selection yet.'}
</p>
<div className="flex justify-end gap-2 pt-2">
<Button variant="secondary" onClick={onClose}>Cancel</Button>
<Button onClick={handleExport} disabled={!hasData}>Export CSV</Button>
</div>
</div>
);
}
```
- [ ] **Step 4: Run the test to verify it passes**
Run: `npx jest tests/ExportDataModal.test.jsx`
Expected: PASS (all four cases).
- [ ] **Step 5: Run the full suite**
Run: `npm test`
Expected: `dataExport` + `ExportDataModal` green; only the two known pre-existing suites fail; no new failures.
- [ ] **Step 6: Commit**
```bash
git add frontend/src/components/ExportDataModal.jsx frontend/tests/ExportDataModal.test.jsx
git commit -m "feat(export): modal becomes X / Data / Group by pickers, subjects as columns"
```
---
### Task 4: Remove the dead assignable-axes code
**Files:**
- Modify: `frontend/src/lib/dataExport.js` (delete unused exports)
- Test: `frontend/tests/dataExport.test.js` (delete their describe blocks + imports)
**Interfaces:**
- Removes (now unused after Task 3): `EXPORT_DIMENSIONS`, `dimLabel`, `otherDimension`, `listDateMembers`, `buildStatusIndex`, `listParameterMembers`, `listDimensionMembers`, and `buildMatrix`.
- Keeps: `extractValue`, `listExportableParams`, `subjectGroupValue`, `listSubjectMembers`, `numericFieldVal`, `listSampleMembers`, `buildSampleIndex`, `buildSubjectSeriesMatrix`, `toCSV`, `csvFilename`, and the private `hasValue`, `dateKey`, `escapeCsvCell`, `xFieldLabel`.
- [ ] **Step 1: Delete the dead source exports**
In `frontend/src/lib/dataExport.js`, delete these eight exported definitions entirely (they are only used by each other and the old modal, now replaced): `EXPORT_DIMENSIONS`, `dimLabel`, `otherDimension`, `listDateMembers`, `buildStatusIndex`, `listParameterMembers`, `listDimensionMembers`, `buildMatrix`. Also update the top-of-file comment to describe the subject-series export (drop the "dimension-agnostic buildMatrix" wording). Keep `dateKey`, `hasValue`, `escapeCsvCell`, and everything listed under "Keeps" above.
- [ ] **Step 2: Delete their tests**
In `frontend/tests/dataExport.test.js`, delete the describe blocks and their now-unused import identifiers for the removed functions: the `describe('dimension primitives', …)`, `describe('subjectGroupValue', …)` KEEP (subjectGroupValue is kept — do NOT delete it), `describe('listDateMembers', …)`, `describe('buildStatusIndex', …)`, `describe('listParameterMembers / listDimensionMembers', …)`, and `describe('buildMatrix', …)` blocks. Remove `EXPORT_DIMENSIONS`, `dimLabel`, `otherDimension`, `listDateMembers`, `buildStatusIndex`, `listDimensionMembers`, `listParameterMembers`, and `buildMatrix` from the file's `import` statements, leaving the imports for kept functions (`extractValue`, `listExportableParams`, `subjectGroupValue`, `listSubjectMembers`, `numericFieldVal`, `listSampleMembers`, `buildSampleIndex`, `buildSubjectSeriesMatrix`, `toCSV`, `csvFilename`).
- [ ] **Step 3: Verify nothing references the removed names**
Run: `grep -rnE "buildMatrix|EXPORT_DIMENSIONS|listDimensionMembers|buildStatusIndex|listDateMembers|listParameterMembers|otherDimension|dimLabel" frontend/src frontend/tests`
Expected: no output (all references gone).
- [ ] **Step 4: Run the suites**
Run: `npx jest tests/dataExport.test.js tests/ExportDataModal.test.jsx`
Expected: PASS. Then `npm test` — only the two known pre-existing suites fail, no new failures.
- [ ] **Step 5: Commit**
```bash
git add frontend/src/lib/dataExport.js frontend/tests/dataExport.test.js
git commit -m "refactor(export): remove dead assignable-axes helpers and their tests"
```
---
## Self-Review Notes
- **Spec coverage:** three pickers (Task 3) · X = Date/# Days Reach/daily field with the exact semantics (Tasks 12) · subjects always columns, clustered by group, blank rows dropped (Task 2) · Group by validated/defaulted (Task 3) · CSV `Data,<metric>` + group row + X-corner (Tasks 23, reusing `toCSV`) · assignable-axes UI/machinery removed (Tasks 34). All covered.
- **Type consistency:** sample member `{ id, label, sampleValue }`, subject column `{ id, label, animalId, group }`, and matrix `{ context, corner, groupAxis, columns, rows }` are used identically across Tasks 13 and match the existing `toCSV`.
- **Out of scope (per spec):** assignable columns/pinned, subject subsetting, analyzed-only day counting, footer/repeat line.