Add findByPersonIdIsNullOrderByCreatedAtDesc + findByPersonIdOrderByCreatedAtDesc to
OcrTrainingRunRepository. Add dto/TrainingHistoryResponse. Expose
GET /api/ocr/training-info/global and GET /api/ocr/training-info/{personId} on
OcrController, both requiring ADMIN; getSenderTrainingHistory guards person existence
via PersonService and returns 404 for unknown personId.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Move TrainingInfoResponse from private nested record to dto/TrainingInfoResponse.java,
add senderModels field, inject SenderModelService into OcrTrainingService so personNames
covers all known senders rather than only recent-run participants.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add missing test coverage for the amber QUEUED status badge in TrainingHistory.
Fix WCAG 2.2 minimum touch target (24 × 24 px) on the success-message dismiss
button in OcrTrainingCard. Add focus-visible ring to the expand/collapse toggle
in TrainingHistory so keyboard users get a visible focus indicator.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add V42 partial unique index on ocr_training_runs(person_id) WHERE status='QUEUED'
to enforce the per-person queued coalescing guarantee at the DB level. Also adds
@ExtendWith(MockitoExtension.class) to SenderModelServiceTest for consistency with
the rest of the service test suite, with lenient() on the shared txTemplate stub.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Replace the per-run getById loop with a single getAllById call on distinct
person IDs, eliminating the N+1 query when training history contains multiple
sender model runs.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Remove the intermediate Map<String,Object> and return the typed record directly
so OpenAPI codegen produces a concrete TypeScript type. Fixes lastRun serializing
as {} (empty object) instead of null when no training run exists.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add 503/403 auth tests for the /train-sender endpoint, matching the pattern
already used for /train and /segtrain. Also surface test_sender_registry.py
in CI (it needs no ML stack) and add pytest-asyncio to the install step.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
OcrAsyncRunner now passes the per-sender model path to streamBlocks for
HANDWRITING_KURRENT documents. processDocument replaced extractBlocks
with streamBlocks + AtomicReference, removing the unchecked raw-array
pattern.
Also stages all previously uncommitted foundational files for this
feature: SenderModel entity, SenderModelRepository, Flyway migrations
V40/V41, updated OcrClient/RestClientOcrClient streaming API,
TrainingDataExportService.exportForSender, TranscriptionService Kurrent
hook, application.yaml OCR config, and frontend i18n/test additions.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Eliminates cross-domain repository access: OcrTrainingService no longer
holds SenderModelRepository. SenderModelService now owns the full sender
training lifecycle (runOrQueueSenderTraining, triggerSenderTraining,
promoteNextQueuedRun), removing the circular dependency risk.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The controller now builds the map inline (with personNames support).
This method had zero callers.
Fixes reviewer concerns from @felixbrandt and @mkeller.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Replaces catch(Exception ignored){} with log.debug() in getTrainingInfo().
Adds controller test documenting the graceful degradation behavior
(response stays 200 when personService.getById() throws).
Fixes reviewer concerns from @felixbrandt and @nullx.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Extends Run interface with personId and QUEUED status, TrainingInfo with
personNames map, and passes it through to TrainingHistory for per-sender
model column display.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
OcrTrainingRun now includes personId (uuid, optional) and QUEUED status.
TrainingInfoResponse includes runs array with personId fields.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- OcrAsyncRunnerTest: switch from extractBlocks/4-arg streamBlocks stubs
to 5-arg streamBlocks (senderModelPath param) via doAnswer
- TranscriptionServiceTest: stub documentService.getDocumentById in
updateBlock tests so the new Kurrent training hook does not NPE
- OcrControllerTest: add @MockitoBean PersonService (now injected into
OcrController for personNames assembly in getTrainingInfo)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Replace exact-string assertions in test_correctable_ocr_error_gets_corrected
and test_sentence_with_multiple_corrections with structural assertions that
verify behavior (correction attempted, marker present, expected stem) without
coupling to a specific pyspellchecker version's frequency weights.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Strict greater-than avoids non-determinism: if multiple candidates share
the minimum frequency value, pyspellchecker's ranking is undefined.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Drop underscore prefix — the helper is part of confidence.py's effective
public API since spell_check.py imports and calls it directly.
Fixes reviewer concern: importing a _-prefixed name across module boundaries
contradicts Python's private-by-convention signal.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
153K words from dtak+dtae 1800-1899 corpora (min_freq=20),
covering pre-reform spellings common in Kurrent/Süterlin documents.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
pdfDoc was a plain variable (not \$state), so renderer.isLoaded had no
reactive dependencies in Svelte 5. PdfControls received isLoaded=false
permanently, keeping the next-page button disabled while zoom buttons
(which have no disabled attribute) still worked.
Fix: derive isLoaded from totalPages (\$state) via totalPages > 0.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add test for 1×1 image (sub-tile-size) resilience and narrow preprocess_page
fallback from except Exception to (cv2.error, ValueError, MemoryError) so
programming errors propagate instead of being silently swallowed.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
