feat(data): integrate 9 UK government data sources via Kestra

Adds a full data integration pipeline for enriching school profiles with
supplementary data from Ofsted, GIAS, EES, IDACI, and FBIT.

Backend:
- Bump SCHEMA_VERSION to 3; add 8 new DB tables (ofsted_inspections,
  ofsted_parent_view, school_census, admissions, sen_detail, phonics,
  school_deprivation, school_finance) plus GIAS columns on schools
- Expose all supplementary data via GET /api/schools/{urn}
- Enrich school list responses with ofsted_grade + ofsted_date

Integrator (new service):
- FastAPI HTTP microservice; Kestra calls POST /run/{source}
- 9 source modules: ofsted, gias, parent_view, census, admissions,
  sen_detail, phonics, idaci, finance
- 9 Kestra flow YAMLs with scheduled triggers and 3× retry

Frontend:
- SchoolRow: colour-coded Ofsted badge (Outstanding/Good/RI/Inadequate)
- SchoolDetailView: 7 new sections — Ofsted sub-judgements, Parent View
  survey bars, Admissions, Pupils & Inclusion / SEN, Phonics, Deprivation
  Context, Finances
- types.ts: 8 new interfaces + extended School/SchoolDetailsResponse

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

nextjs-app/components/SchoolDetailView.tsx

@@ -9,17 +9,37 @@ import { useRouter } from 'next/navigation';
 import { useComparison } from '@/hooks/useComparison';
 import { PerformanceChart } from './PerformanceChart';
 import { SchoolMap } from './SchoolMap';
-import type { School, SchoolResult, AbsenceData } from '@/lib/types';
+import type {
+  School, SchoolResult, AbsenceData,
+  OfstedInspection, OfstedParentView, SchoolCensus,
+  SchoolAdmissions, SenDetail, Phonics,
+  SchoolDeprivation, SchoolFinance,
+} from '@/lib/types';
 import { formatPercentage, formatProgress, calculateTrend } from '@/lib/utils';
 import styles from './SchoolDetailView.module.css';
 
+const OFSTED_LABELS: Record<number, string> = {
+  1: 'Outstanding', 2: 'Good', 3: 'Requires Improvement', 4: 'Inadequate',
+};
+
 interface SchoolDetailViewProps {
   schoolInfo: School;
   yearlyData: SchoolResult[];
   absenceData: AbsenceData | null;
+  ofsted: OfstedInspection | null;
+  parentView: OfstedParentView | null;
+  census: SchoolCensus | null;
+  admissions: SchoolAdmissions | null;
+  senDetail: SenDetail | null;
+  phonics: Phonics | null;
+  deprivation: SchoolDeprivation | null;
+  finance: SchoolFinance | null;
 }
 
-export function SchoolDetailView({ schoolInfo, yearlyData, absenceData }: SchoolDetailViewProps) {
+export function SchoolDetailView({
+  schoolInfo, yearlyData, absenceData,
+  ofsted, parentView, census, admissions, senDetail, phonics, deprivation, finance,
+}: SchoolDetailViewProps) {
   const router = useRouter();
   const { addSchool, removeSchool, isSelected } = useComparison();
   const isInComparison = isSelected(schoolInfo.urn);
@@ -322,6 +342,209 @@ export function SchoolDetailView({ schoolInfo, yearlyData, absenceData }: School
           </div>
         </section>
       )}
+
+      {/* Ofsted Section */}
+      {ofsted && (
+        <section className={styles.supplementarySection}>
+          <h2 className={styles.sectionTitle}>Ofsted Inspection</h2>
+          <div className={styles.ofstedHeader}>
+            <span className={`${styles.ofstedGrade} ${styles[`ofstedGrade${ofsted.overall_effectiveness}`]}`}>
+              {ofsted.overall_effectiveness ? OFSTED_LABELS[ofsted.overall_effectiveness] : 'Not rated'}
+            </span>
+            {ofsted.inspection_date && (
+              <span className={styles.ofstedDate}>
+                Inspected: {new Date(ofsted.inspection_date).toLocaleDateString('en-GB', { day: 'numeric', month: 'long', year: 'numeric' })}
+              </span>
+            )}
+          </div>
+          <div className={styles.metricsGrid}>
+            {[
+              { label: 'Quality of Education', value: ofsted.quality_of_education },
+              { label: 'Behaviour & Attitudes', value: ofsted.behaviour_attitudes },
+              { label: 'Personal Development', value: ofsted.personal_development },
+              { label: 'Leadership & Management', value: ofsted.leadership_management },
+              ...(ofsted.early_years_provision != null ? [{ label: 'Early Years', value: ofsted.early_years_provision }] : []),
+            ].map(({ label, value }) => value != null && (
+              <div key={label} className={styles.metricCard}>
+                <div className={styles.metricLabel}>{label}</div>
+                <div className={`${styles.metricValue} ${styles[`ofstedGrade${value}`]}`}>
+                  {OFSTED_LABELS[value]}
+                </div>
+              </div>
+            ))}
+          </div>
+          {ofsted.inspection_type && (
+            <p className={styles.ofstedType}>{ofsted.inspection_type}</p>
+          )}
+        </section>
+      )}
+
+      {/* What Parents Think */}
+      {parentView && parentView.total_responses != null && parentView.total_responses > 0 && (
+        <section className={styles.supplementarySection}>
+          <h2 className={styles.sectionTitle}>What Parents Think</h2>
+          <p className={styles.supplementarySubtitle}>
+            Based on {parentView.total_responses.toLocaleString()} parent responses to the Ofsted Parent View survey.
+          </p>
+          <div className={styles.parentViewGrid}>
+            {[
+              { label: 'My child is happy here', pct: parentView.q_happy_pct },
+              { label: 'My child feels safe here', pct: parentView.q_safe_pct },
+              { label: 'Would recommend this school', pct: parentView.q_recommend_pct },
+              { label: 'Teaching is good', pct: parentView.q_teaching_pct },
+              { label: 'My child makes good progress', pct: parentView.q_progress_pct },
+              { label: 'School looks after wellbeing', pct: parentView.q_wellbeing_pct },
+              { label: 'Led and managed effectively', pct: parentView.q_leadership_pct },
+              { label: 'Behaviour is well managed', pct: parentView.q_behaviour_pct },
+              { label: 'Communicates well with parents', pct: parentView.q_communication_pct },
+            ].filter(q => q.pct != null).map(({ label, pct }) => (
+              <div key={label} className={styles.parentViewRow}>
+                <span className={styles.parentViewLabel}>{label}</span>
+                <div className={styles.parentViewBar}>
+                  <div className={styles.parentViewFill} style={{ width: `${pct}%` }} />
+                </div>
+                <span className={styles.parentViewPct}>{pct}%</span>
+              </div>
+            ))}
+          </div>
+        </section>
+      )}
+
+      {/* Admissions */}
+      {admissions && (
+        <section className={styles.supplementarySection}>
+          <h2 className={styles.sectionTitle}>Admissions ({admissions.year})</h2>
+          <div className={styles.metricsGrid}>
+            {admissions.published_admission_number != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Places available</div>
+                <div className={styles.metricValue}>{admissions.published_admission_number}</div>
+              </div>
+            )}
+            {admissions.total_applications != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Applications received</div>
+                <div className={styles.metricValue}>{admissions.total_applications.toLocaleString()}</div>
+              </div>
+            )}
+            {admissions.first_preference_offers_pct != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Got first choice</div>
+                <div className={styles.metricValue}>{admissions.first_preference_offers_pct}%</div>
+              </div>
+            )}
+            {admissions.oversubscribed != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Oversubscribed</div>
+                <div className={styles.metricValue}>{admissions.oversubscribed ? 'Yes' : 'No'}</div>
+              </div>
+            )}
+          </div>
+        </section>
+      )}
+
+      {/* Pupils & Inclusion (Census + SEN) */}
+      {(census || senDetail) && (
+        <section className={styles.supplementarySection}>
+          <h2 className={styles.sectionTitle}>Pupils &amp; Inclusion</h2>
+          <div className={styles.metricsGrid}>
+            {census?.class_size_avg != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Average class size</div>
+                <div className={styles.metricValue}>{census.class_size_avg.toFixed(1)}</div>
+              </div>
+            )}
+          </div>
+          {senDetail && (
+            <>
+              <h3 className={styles.subSectionTitle}>Primary SEN Needs (latest year)</h3>
+              <div className={styles.metricsGrid}>
+                {[
+                  { label: 'Speech & Language', pct: senDetail.primary_need_speech_pct },
+                  { label: 'Autism (ASD)', pct: senDetail.primary_need_autism_pct },
+                  { label: 'Learning Difficulties', pct: senDetail.primary_need_mld_pct },
+                  { label: 'Specific Learning (Dyslexia etc.)', pct: senDetail.primary_need_spld_pct },
+                  { label: 'Social, Emotional & Mental Health', pct: senDetail.primary_need_semh_pct },
+                  { label: 'Physical / Sensory', pct: senDetail.primary_need_physical_pct },
+                ].filter(n => n.pct != null).map(({ label, pct }) => (
+                  <div key={label} className={styles.metricCard}>
+                    <div className={styles.metricLabel}>{label}</div>
+                    <div className={styles.metricValue}>{pct}%</div>
+                  </div>
+                ))}
+              </div>
+            </>
+          )}
+        </section>
+      )}
+
+      {/* Year 1 Phonics */}
+      {phonics && phonics.year1_phonics_pct != null && (
+        <section className={styles.supplementarySection}>
+          <h2 className={styles.sectionTitle}>Year 1 Phonics ({phonics.year})</h2>
+          <div className={styles.metricsGrid}>
+            <div className={styles.metricCard}>
+              <div className={styles.metricLabel}>Reached expected standard</div>
+              <div className={styles.metricValue}>{formatPercentage(phonics.year1_phonics_pct)}</div>
+            </div>
+            {phonics.year2_phonics_pct != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Year 2 (re-takers) standard</div>
+                <div className={styles.metricValue}>{formatPercentage(phonics.year2_phonics_pct)}</div>
+              </div>
+            )}
+          </div>
+        </section>
+      )}
+
+      {/* Deprivation Context */}
+      {deprivation && deprivation.idaci_decile != null && (
+        <section className={styles.supplementarySection}>
+          <h2 className={styles.sectionTitle}>Deprivation Context</h2>
+          <div className={styles.metricsGrid}>
+            <div className={styles.metricCard}>
+              <div className={styles.metricLabel}>Area deprivation decile</div>
+              <div className={styles.metricValue}>{deprivation.idaci_decile} / 10</div>
+              <div className={styles.metricHint}>
+                1 = most deprived, 10 = least deprived
+              </div>
+            </div>
+            {deprivation.idaci_score != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>IDACI score</div>
+                <div className={styles.metricValue}>{deprivation.idaci_score.toFixed(3)}</div>
+              </div>
+            )}
+          </div>
+        </section>
+      )}
+
+      {/* Finances */}
+      {finance && finance.per_pupil_spend != null && (
+        <section className={styles.supplementarySection}>
+          <h2 className={styles.sectionTitle}>Finances ({finance.year})</h2>
+          <div className={styles.metricsGrid}>
+            {finance.per_pupil_spend != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Spend per pupil</div>
+                <div className={styles.metricValue}>£{Math.round(finance.per_pupil_spend).toLocaleString()}</div>
+              </div>
+            )}
+            {finance.teacher_cost_pct != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>Teacher costs</div>
+                <div className={styles.metricValue}>{finance.teacher_cost_pct.toFixed(1)}% of budget</div>
+              </div>
+            )}
+            {finance.staff_cost_pct != null && (
+              <div className={styles.metricCard}>
+                <div className={styles.metricLabel}>All staff costs</div>
+                <div className={styles.metricValue}>{finance.staff_cost_pct.toFixed(1)}% of budget</div>
+              </div>
+            )}
+          </div>
+        </section>
+      )}
     </div>
   );
 }