feat(ocr): full OCR pipeline with polygon annotations, training, and guided mode #232
@@ -12,11 +12,15 @@ import org.raddatz.familienarchiv.security.RequirePermission;
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import org.raddatz.familienarchiv.service.OcrBatchService;
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import org.raddatz.familienarchiv.service.OcrProgressService;
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import org.raddatz.familienarchiv.service.OcrService;
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import org.raddatz.familienarchiv.service.TrainingDataExportService;
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import org.raddatz.familienarchiv.service.UserService;
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import org.springframework.http.HttpHeaders;
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import org.springframework.http.HttpStatus;
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import org.springframework.http.MediaType;
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import org.springframework.http.ResponseEntity;
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import org.springframework.security.core.Authentication;
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import org.springframework.web.bind.annotation.*;
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import org.springframework.web.servlet.mvc.method.annotation.StreamingResponseBody;
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import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
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import jakarta.validation.Valid;
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@@ -32,6 +36,7 @@ public class OcrController {
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private final OcrBatchService ocrBatchService;
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private final OcrProgressService ocrProgressService;
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private final UserService userService;
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private final TrainingDataExportService trainingDataExportService;
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@PostMapping("/api/documents/{documentId}/ocr")
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@ResponseStatus(HttpStatus.ACCEPTED)
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@@ -75,6 +80,19 @@ public class OcrController {
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return ocrService.getDocumentOcrStatus(documentId);
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}
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@GetMapping("/api/ocr/training-data/export")
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@RequirePermission(Permission.ADMIN)
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public ResponseEntity<StreamingResponseBody> exportTrainingData() {
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if (trainingDataExportService.queryEligibleBlocks().isEmpty()) {
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return ResponseEntity.noContent().build();
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}
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StreamingResponseBody body = trainingDataExportService.exportToZip();
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return ResponseEntity.ok()
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.contentType(MediaType.parseMediaType("application/zip"))
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.header(HttpHeaders.CONTENT_DISPOSITION, "attachment; filename=\"training-data.zip\"")
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.body(body);
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}
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private UUID resolveUserId(Authentication authentication) {
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if (authentication == null || !authentication.isAuthenticated()) return null;
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try {
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@@ -0,0 +1,141 @@
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package org.raddatz.familienarchiv.service;
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import lombok.RequiredArgsConstructor;
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import lombok.extern.slf4j.Slf4j;
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import org.apache.pdfbox.Loader;
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import org.apache.pdfbox.pdmodel.PDDocument;
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import org.apache.pdfbox.rendering.PDFRenderer;
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import org.raddatz.familienarchiv.model.Document;
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import org.raddatz.familienarchiv.model.DocumentAnnotation;
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import org.raddatz.familienarchiv.model.TranscriptionBlock;
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import org.raddatz.familienarchiv.repository.AnnotationRepository;
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import org.raddatz.familienarchiv.repository.DocumentRepository;
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import org.raddatz.familienarchiv.repository.TranscriptionBlockRepository;
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import org.springframework.stereotype.Service;
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import org.springframework.web.servlet.mvc.method.annotation.StreamingResponseBody;
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import javax.imageio.ImageIO;
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import java.awt.image.BufferedImage;
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import java.io.ByteArrayInputStream;
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import java.io.IOException;
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import java.nio.charset.StandardCharsets;
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import java.util.*;
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import java.util.zip.ZipEntry;
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import java.util.zip.ZipOutputStream;
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@Service
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@RequiredArgsConstructor
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@Slf4j
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public class TrainingDataExportService {
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private final TranscriptionBlockRepository blockRepository;
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private final AnnotationRepository annotationRepository;
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private final DocumentRepository documentRepository;
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private final FileService fileService;
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public List<TranscriptionBlock> queryEligibleBlocks() {
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return blockRepository.findEligibleKurrentBlocks();
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}
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public StreamingResponseBody exportToZip() {
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// Collect all data before entering the lambda — no open DB txn during streaming
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List<TranscriptionBlock> blocks = queryEligibleBlocks();
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if (blocks.isEmpty()) {
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return out -> {}; // caller checks isEmpty() for 204 response
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}
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// Group blocks by documentId so we only download each PDF once
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Map<UUID, List<TranscriptionBlock>> byDoc = new LinkedHashMap<>();
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for (TranscriptionBlock b : blocks) {
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byDoc.computeIfAbsent(b.getDocumentId(), k -> new ArrayList<>()).add(b);
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}
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// Pre-fetch annotations keyed by id
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Map<UUID, DocumentAnnotation> annotations = new HashMap<>();
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for (TranscriptionBlock b : blocks) {
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annotationRepository.findById(b.getAnnotationId())
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.ifPresent(a -> annotations.put(a.getId(), a));
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}
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// Pre-fetch documents keyed by id
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Map<UUID, Document> documents = new HashMap<>();
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for (UUID docId : byDoc.keySet()) {
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documentRepository.findById(docId).ifPresent(d -> documents.put(d.getId(), d));
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}
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return out -> {
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try (ZipOutputStream zip = new ZipOutputStream(out)) {
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for (Map.Entry<UUID, List<TranscriptionBlock>> entry : byDoc.entrySet()) {
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UUID docId = entry.getKey();
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Document doc = documents.get(docId);
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if (doc == null || doc.getFilePath() == null) {
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log.warn("Skipping document {} — no file path", docId);
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continue;
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}
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byte[] pdfBytes;
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try {
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pdfBytes = fileService.downloadFileBytes(doc.getFilePath());
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} catch (FileService.StorageFileNotFoundException | IOException e) {
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log.warn("Skipping document {} — S3 download failed: {}", docId, e.getMessage());
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continue;
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}
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try (PDDocument pdf = Loader.loadPDF(pdfBytes)) {
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PDFRenderer renderer = new PDFRenderer(pdf);
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for (TranscriptionBlock block : entry.getValue()) {
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DocumentAnnotation ann = annotations.get(block.getAnnotationId());
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if (ann == null) continue;
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int pageIdx = ann.getPageNumber() - 1; // pageNumber is 1-based
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if (pageIdx < 0 || pageIdx >= pdf.getNumberOfPages()) continue;
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BufferedImage pageImage = renderPageImage(renderer, pageIdx);
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BufferedImage cropped = cropBlockImage(pageImage, ann);
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writeTrainingPair(zip, block.getId(), cropped, block.getText());
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}
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} catch (Exception e) {
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log.warn("Skipping document {} — rendering failed: {}", docId, e.getMessage());
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}
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}
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}
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};
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}
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BufferedImage renderPageImage(PDFRenderer renderer, int pageIdx) throws IOException {
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return renderer.renderImageWithDPI(pageIdx, 300);
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}
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BufferedImage cropBlockImage(BufferedImage page, DocumentAnnotation ann) {
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int imgW = page.getWidth();
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int imgH = page.getHeight();
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int x = (int) (ann.getX() * imgW);
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int y = (int) (ann.getY() * imgH);
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int w = (int) (ann.getWidth() * imgW);
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int h = (int) (ann.getHeight() * imgH);
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// Clamp to image bounds
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x = Math.max(0, Math.min(x, imgW - 1));
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y = Math.max(0, Math.min(y, imgH - 1));
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w = Math.max(1, Math.min(w, imgW - x));
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h = Math.max(1, Math.min(h, imgH - y));
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return page.getSubimage(x, y, w, h);
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}
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void writeTrainingPair(ZipOutputStream zip, UUID blockId, BufferedImage image, String text) throws IOException {
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String base = blockId.toString();
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// Write PNG
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zip.putNextEntry(new ZipEntry(base + ".png"));
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ImageIO.write(image, "PNG", zip);
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zip.closeEntry();
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// Write ground-truth text
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zip.putNextEntry(new ZipEntry(base + ".gt.txt"));
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zip.write((text != null ? text : "").getBytes(StandardCharsets.UTF_8));
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zip.closeEntry();
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}
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}
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@@ -43,6 +43,7 @@ class OcrControllerTest {
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@MockitoBean OcrProgressService ocrProgressService;
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@MockitoBean UserService userService;
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@MockitoBean CustomUserDetailsService customUserDetailsService;
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@MockitoBean TrainingDataExportService trainingDataExportService;
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@Test
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@WithMockUser(authorities = "WRITE_ALL")
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@@ -121,6 +122,47 @@ class OcrControllerTest {
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.andExpect(jsonPath("$.jobId").value(jobId.toString()));
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}
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// ─── GET /api/ocr/training-data/export ───────────────────────────────────
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@Test
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void exportTrainingData_returns401_whenUnauthenticated() throws Exception {
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mockMvc.perform(get("/api/ocr/training-data/export"))
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.andExpect(status().isUnauthorized());
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}
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@Test
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@WithMockUser(authorities = "READ_ALL")
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void exportTrainingData_returns403_whenNotAdmin() throws Exception {
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mockMvc.perform(get("/api/ocr/training-data/export"))
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.andExpect(status().isForbidden());
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}
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@Test
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@WithMockUser(authorities = "ADMIN")
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void exportTrainingData_returns204_whenNoEligibleBlocks() throws Exception {
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when(trainingDataExportService.queryEligibleBlocks()).thenReturn(List.of());
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mockMvc.perform(get("/api/ocr/training-data/export"))
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.andExpect(status().isNoContent());
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}
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@Test
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@WithMockUser(authorities = "ADMIN")
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void exportTrainingData_returns200_withZipContentType_whenBlocksExist() throws Exception {
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org.raddatz.familienarchiv.model.TranscriptionBlock block =
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org.raddatz.familienarchiv.model.TranscriptionBlock.builder()
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.id(UUID.randomUUID()).documentId(UUID.randomUUID())
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.annotationId(UUID.randomUUID()).text("x").sortOrder(0).build();
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when(trainingDataExportService.queryEligibleBlocks()).thenReturn(List.of(block));
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when(trainingDataExportService.exportToZip()).thenReturn(out -> {});
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mockMvc.perform(get("/api/ocr/training-data/export"))
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.andExpect(status().isOk())
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.andExpect(result ->
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org.assertj.core.api.Assertions.assertThat(
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result.getResponse().getContentType()).contains("application/zip"));
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}
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@Test
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@WithMockUser(authorities = "READ_ALL")
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void getDocumentOcrStatus_returnsNone_whenNoOcrJobExists() throws Exception {
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@@ -0,0 +1,258 @@
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package org.raddatz.familienarchiv.service;
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import org.apache.pdfbox.Loader;
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import org.apache.pdfbox.pdmodel.PDDocument;
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import org.apache.pdfbox.pdmodel.PDPage;
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import org.apache.pdfbox.pdmodel.common.PDRectangle;
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import org.junit.jupiter.api.BeforeAll;
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import org.junit.jupiter.api.Test;
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import org.raddatz.familienarchiv.PostgresContainerConfig;
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import org.raddatz.familienarchiv.config.FlywayConfig;
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import org.raddatz.familienarchiv.model.*;
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import org.raddatz.familienarchiv.repository.AnnotationRepository;
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import org.raddatz.familienarchiv.repository.DocumentRepository;
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import org.raddatz.familienarchiv.repository.TranscriptionBlockRepository;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.boot.jdbc.test.autoconfigure.AutoConfigureTestDatabase;
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import org.springframework.boot.data.jpa.test.autoconfigure.DataJpaTest;
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import org.springframework.context.annotation.Import;
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import org.springframework.web.servlet.mvc.method.annotation.StreamingResponseBody;
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import java.io.ByteArrayInputStream;
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import java.io.ByteArrayOutputStream;
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import java.util.HashSet;
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import java.util.Set;
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import java.util.UUID;
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import java.util.zip.ZipEntry;
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import java.util.zip.ZipInputStream;
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import static org.assertj.core.api.Assertions.assertThat;
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import static org.mockito.ArgumentMatchers.anyString;
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import static org.mockito.Mockito.*;
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@DataJpaTest
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@AutoConfigureTestDatabase(replace = AutoConfigureTestDatabase.Replace.NONE)
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@Import({PostgresContainerConfig.class, FlywayConfig.class})
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class TrainingDataExportServiceTest {
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@Autowired TranscriptionBlockRepository blockRepository;
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@Autowired DocumentRepository documentRepository;
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@Autowired AnnotationRepository annotationRepository;
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static byte[] minimalPdfBytes;
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@BeforeAll
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static void createMinimalPdf() throws Exception {
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try (PDDocument doc = new PDDocument()) {
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doc.addPage(new PDPage(PDRectangle.A4));
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ByteArrayOutputStream out = new ByteArrayOutputStream();
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doc.save(out);
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minimalPdfBytes = out.toByteArray();
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}
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}
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// ─── Query: enrollment filter ─────────────────────────────────────────────
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@Test
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void export_includesManualBlockFromEnrolledDocument() throws Exception {
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UUID docId = enrolledDoc("enrolled.pdf");
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UUID annotId = annotation(docId);
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blockRepository.save(manualBlock(docId, annotId, "Liebe Mutter"));
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FileService fileService = mockFileService();
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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StreamingResponseBody body = service.exportToZip();
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byte[] zipBytes = stream(body);
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assertThat(zipEntryNames(zipBytes)).isNotEmpty();
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}
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@Test
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void export_excludesManualBlockFromNonEnrolledDocument() throws Exception {
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UUID docId = nonEnrolledDoc("notenrolled.pdf");
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UUID annotId = annotation(docId);
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blockRepository.save(manualBlock(docId, annotId, "Liebe Tante"));
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FileService fileService = mockFileService();
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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StreamingResponseBody body = service.exportToZip();
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byte[] zipBytes = stream(body);
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assertThat(zipEntryNames(zipBytes)).isEmpty();
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}
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@Test
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void export_includesReviewedOcrBlockFromEnrolledDocument() throws Exception {
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UUID docId = enrolledDoc("ocr-reviewed.pdf");
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UUID annotId = annotation(docId);
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TranscriptionBlock block = TranscriptionBlock.builder()
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.annotationId(annotId).documentId(docId)
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.text("OCR text").sortOrder(0)
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.source(BlockSource.OCR).reviewed(true).build();
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blockRepository.save(block);
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FileService fileService = mockFileService();
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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StreamingResponseBody body = service.exportToZip();
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assertThat(zipEntryNames(stream(body))).isNotEmpty();
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}
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@Test
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void export_excludesUnreviewedOcrBlockFromEnrolledDocument() throws Exception {
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UUID docId = enrolledDoc("ocr-unreviewed.pdf");
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UUID annotId = annotation(docId);
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TranscriptionBlock block = TranscriptionBlock.builder()
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.annotationId(annotId).documentId(docId)
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.text("Raw OCR").sortOrder(0)
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.source(BlockSource.OCR).reviewed(false).build();
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blockRepository.save(block);
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FileService fileService = mockFileService();
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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StreamingResponseBody body = service.exportToZip();
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assertThat(zipEntryNames(stream(body))).isEmpty();
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}
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// ─── ZIP structure ────────────────────────────────────────────────────────
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@Test
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void export_producesExactly2EntriesPerBlock_pngAndTxt() throws Exception {
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UUID docId = enrolledDoc("zip-struct.pdf");
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UUID annotId = annotation(docId);
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blockRepository.save(manualBlock(docId, annotId, "Erste Zeile"));
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blockRepository.save(manualBlock(docId, annotId, "Zweite Zeile"));
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FileService fileService = mockFileService();
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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byte[] zipBytes = stream(service.exportToZip());
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var names = zipEntryNames(zipBytes);
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assertThat(names).hasSize(4); // 2 blocks × 2 entries each
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assertThat(names.stream().filter(n -> n.endsWith(".png")).count()).isEqualTo(2);
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assertThat(names.stream().filter(n -> n.endsWith(".gt.txt")).count()).isEqualTo(2);
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}
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@Test
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void export_gtTxtContainsBlockText() throws Exception {
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UUID docId = enrolledDoc("txt-content.pdf");
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UUID annotId = annotation(docId);
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String expectedText = "Sehr geehrte Frau";
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blockRepository.save(manualBlock(docId, annotId, expectedText));
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FileService fileService = mockFileService();
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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byte[] zipBytes = stream(service.exportToZip());
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String txtContent = readZipEntry(zipBytes, ".gt.txt");
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assertThat(txtContent).isEqualTo(expectedText);
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}
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// ─── S3 failure resilience ────────────────────────────────────────────────
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@Test
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void export_skipsDocumentWhenS3DownloadFails_andStillIncludesOtherDocuments() throws Exception {
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UUID failDocId = enrolledDoc("fail.pdf");
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UUID okDocId = enrolledDoc("ok.pdf");
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UUID failAnnotId = annotation(failDocId);
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UUID okAnnotId = annotation(okDocId);
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blockRepository.save(manualBlock(failDocId, failAnnotId, "Will fail"));
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blockRepository.save(manualBlock(okDocId, okAnnotId, "Will succeed"));
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FileService fileService = mock(FileService.class);
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when(fileService.downloadFileBytes("fail.pdf")).thenThrow(new FileService.StorageFileNotFoundException("missing"));
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when(fileService.downloadFileBytes("ok.pdf")).thenReturn(minimalPdfBytes);
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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byte[] zipBytes = stream(service.exportToZip());
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var names = zipEntryNames(zipBytes);
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// ok.pdf block produces 2 entries; fail.pdf block is skipped
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assertThat(names).hasSize(2);
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}
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// ─── Empty export ─────────────────────────────────────────────────────────
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@Test
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void queryEligibleBlocks_returnsEmpty_whenNoEnrolledDocuments() {
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FileService fileService = mockFileService();
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TrainingDataExportService service = new TrainingDataExportService(blockRepository, annotationRepository, documentRepository, fileService);
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assertThat(service.queryEligibleBlocks()).isEmpty();
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}
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// ─── helpers ─────────────────────────────────────────────────────────────
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private UUID enrolledDoc(String filename) {
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Document doc = documentRepository.save(Document.builder()
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.title(filename).originalFilename(filename).filePath(filename)
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.status(DocumentStatus.UPLOADED)
|
||||
.trainingLabels(new HashSet<>(Set.of(TrainingLabel.KURRENT_RECOGNITION)))
|
||||
.build());
|
||||
return doc.getId();
|
||||
}
|
||||
|
||||
private UUID nonEnrolledDoc(String filename) {
|
||||
Document doc = documentRepository.save(Document.builder()
|
||||
.title(filename).originalFilename(filename).filePath(filename)
|
||||
.status(DocumentStatus.UPLOADED)
|
||||
.build());
|
||||
return doc.getId();
|
||||
}
|
||||
|
||||
private UUID annotation(UUID docId) {
|
||||
return annotationRepository.save(DocumentAnnotation.builder()
|
||||
.documentId(docId).pageNumber(1)
|
||||
.x(0.1).y(0.1).width(0.8).height(0.1).color("#00C7B1")
|
||||
.build()).getId();
|
||||
}
|
||||
|
||||
private TranscriptionBlock manualBlock(UUID docId, UUID annotId, String text) {
|
||||
return TranscriptionBlock.builder()
|
||||
.annotationId(annotId).documentId(docId)
|
||||
.text(text).sortOrder(0)
|
||||
.source(BlockSource.MANUAL).reviewed(false).build();
|
||||
}
|
||||
|
||||
private FileService mockFileService() {
|
||||
FileService fs = mock(FileService.class);
|
||||
try {
|
||||
when(fs.downloadFileBytes(anyString())).thenReturn(minimalPdfBytes);
|
||||
} catch (Exception e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
return fs;
|
||||
}
|
||||
|
||||
private static byte[] stream(StreamingResponseBody body) throws Exception {
|
||||
ByteArrayOutputStream out = new ByteArrayOutputStream();
|
||||
body.writeTo(out);
|
||||
return out.toByteArray();
|
||||
}
|
||||
|
||||
private static java.util.List<String> zipEntryNames(byte[] zipBytes) throws Exception {
|
||||
var names = new java.util.ArrayList<String>();
|
||||
try (ZipInputStream zis = new ZipInputStream(new ByteArrayInputStream(zipBytes))) {
|
||||
ZipEntry entry;
|
||||
while ((entry = zis.getNextEntry()) != null) {
|
||||
names.add(entry.getName());
|
||||
zis.closeEntry();
|
||||
}
|
||||
}
|
||||
return names;
|
||||
}
|
||||
|
||||
private static String readZipEntry(byte[] zipBytes, String suffix) throws Exception {
|
||||
try (ZipInputStream zis = new ZipInputStream(new ByteArrayInputStream(zipBytes))) {
|
||||
ZipEntry entry;
|
||||
while ((entry = zis.getNextEntry()) != null) {
|
||||
if (entry.getName().endsWith(suffix)) {
|
||||
return new String(zis.readAllBytes(), java.nio.charset.StandardCharsets.UTF_8);
|
||||
}
|
||||
zis.closeEntry();
|
||||
}
|
||||
}
|
||||
return null;
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user