From 6e6eb9c2f9be7e5972833afa59ab4e8a89adb260 Mon Sep 17 00:00:00 2001 From: kangcheolung Date: Sun, 6 Sep 2026 16:31:49 +0900 Subject: [PATCH 1/8] =?UTF-8?q?fix:=20OCR=20=ED=8C=8C=EC=84=9C=20=E2=80=94?= =?UTF-8?q?=20=ED=91=9C=20=EC=B2=98=EB=B0=A9=EC=A0=84=20=EC=A2=8C=ED=91=9C?= =?UTF-8?q?=20=ED=8C=8C=EC=8B=B1=20=EB=B3=B5=EA=B5=AC=20+=20=EC=95=BD?= =?UTF-8?q?=EB=B4=89=ED=88=AC=20=EC=95=95=EC=B6=95=ED=98=95=20=EB=8B=A4?= =?UTF-8?q?=EC=A4=91=20=EC=95=BD=20=EB=B6=84=EB=A6=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 표 처방전과 압축형 약봉투가 다중 약 추출에 실패하던 것을 고친다. parse() 분기 순서가 얽혀 있어 한 커밋으로 처리한다. 표 처방전 (좌표 파싱 경로 복구) - LABEL_DOSAGE_PATTERN: \s* → 키워드 글자를 붙이고 값 숫자 앞만 [ \t]* 허용. 기존 \s*는 줄바꿈·공백을 삼켜 표 헤더("1회 투약량" + 다음 칸)를 라벨로 오인 - isTablePrescription의 LABEL veto 제거, parse()에서 isTextSequentialMulti를 표 판정보다 먼저 실행 (라벨 약봉투도 투약량/횟수/일수 키워드를 가짐) - parseByCoordinates: 헤더 셀 순서 인덱스 → x중심 좌표 앵커 최근접 배정. 헤더가 "처방 의약품의"+"명칭"으로 쪼개지거나 셀이 누락돼도 동작 - parseByPharmacyReceipt 그룹 폴백: allMatch(전부 null) → 절반 이상 null 압축형 약봉투 (다중 약) - isTextSequentialMulti: COMPACT_DOSAGE_PATTERN("1정씩1회5일분") 2회 이상이면 다중으로 판정 → 기존 parseByTextSequential 재사용 Co-Authored-By: Claude Sonnet 5 --- .../domain/ocrresult/service/OcrParser.java | 122 ++++++++++-------- 1 file changed, 69 insertions(+), 53 deletions(-) diff --git a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java index c690fd4..76a6d3b 100644 --- a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java +++ b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java @@ -61,8 +61,11 @@ public class OcrParser { "^([가-힣a-zA-Z][가-힣a-zA-Z0-9]*(?:정|캡슐|캅셀|시럽|액|연고|크림|주사|산|패치))(?:\\(|_|\\d|\\s*$)", Pattern.MULTILINE ); + // ⚡ 수정: 기존 \s* 는 줄바꿈·공백을 삼켜 표 헤더("1회 투약량" + 다음 칸 "1일...")를 + // 라벨로 오인함. 약봉투 라벨은 키워드가 붙어("1회투약량1") 나오고 표 헤더는 띄어써서 + // ("1회 투약량") 나뉘므로, 키워드는 글자를 붙이고 값 숫자 앞에만 공백/탭을 허용한다. private static final Pattern LABEL_DOSAGE_PATTERN = Pattern.compile( - "1회\\s*투약량\\s*\\d|1일\\s*투여\\s*횟수\\s*\\d|총\\s*투약\\s*일수\\s*\\d" + "1회투약량[ \\t]*\\d|1일투여횟수[ \\t]*\\d|총투약일수[ \\t]*\\d" ); // 처방일 우선, 없으면 조제일 fallback @@ -84,13 +87,15 @@ public OcrParseResult parse(List fields, OcrType ocrT boolean hasCoordinates = fields.stream() .anyMatch(f -> f.boundingPoly() != null && !f.boundingPoly().vertices().isEmpty()); + // 순서 주의: 약봉투(별표/라벨/압축형)를 표 처방전보다 먼저 판정한다. + // 라벨 약봉투도 "투약량/횟수/일수" 키워드를 가져 표로 오인될 수 있기 때문. List parsedDrugs; if (isPharmacyReceipt(rawText)) { parsedDrugs = parseByPharmacyReceipt(rawText); - } else if (hasCoordinates && isTablePrescription(rawText)) { - parsedDrugs = parseByCoordinates(fields); } else if (isTextSequentialMulti(rawText)) { parsedDrugs = parseByTextSequential(rawText); + } else if (hasCoordinates && isTablePrescription(rawText)) { + parsedDrugs = parseByCoordinates(fields); } else { parsedDrugs = List.of(parseByRegex(rawText)); } @@ -198,8 +203,12 @@ private List parseByPharmacyReceipt(String rawText) { result.add(new ParsedOcrData(names.get(i), dosage, times, days)); } - // ⚡ 신규: 전부 못 찾았으면 "이름들 나열 후 숫자만 그룹으로" 형태 시도 (위더스 약봉투) - if (result.stream().allMatch(d -> d.dosagePerTime() == null && d.timesPerDay() == null && d.totalDays() == null)) { + // ⚡ 수정: "이름들 나열 후 숫자만 그룹으로" 형태 시도 (위더스 약봉투). + // 마지막 약 블록이 뒤 숫자를 흡수해 값이 생기면 allMatch가 깨지므로, 절반 이상이 비면 시도한다. + long emptyCount = result.stream() + .filter(d -> d.dosagePerTime() == null && d.timesPerDay() == null && d.totalDays() == null) + .count(); + if (emptyCount * 2 >= result.size()) { List grouped = parseGroupedTrailingNumbers(rawText, names, starts); if (grouped != null) return grouped; } @@ -255,12 +264,16 @@ private String inferDosageUnit(String drugName) { // ── 텍스트 순서형 다중 약 감지 + 파싱 ──────────────────────────────────── private boolean isTextSequentialMulti(String rawText) { - Matcher m = LABEL_DOSAGE_PATTERN.matcher(rawText); + return countMatches(LABEL_DOSAGE_PATTERN, rawText) >= 2 + // ⚡ 신규: 별표·라벨 없이 "이름 줄 + 1정씩1회5일분"이 반복되는 압축형 약봉투 + || countMatches(COMPACT_DOSAGE_PATTERN, rawText) >= 2; + } + + private int countMatches(Pattern pattern, String text) { + Matcher m = pattern.matcher(text); int count = 0; - while (m.find()) { - if (++count >= 2) return true; - } - return false; + while (m.find()) count++; + return count; } private List parseByTextSequential(String rawText) { @@ -305,7 +318,7 @@ private List parseByTextSequential(String rawText) { // ── 표 처방전 감지 ──────────────────────────────────────────────────────── private boolean isTablePrescription(String rawText) { - if (LABEL_DOSAGE_PATTERN.matcher(rawText).find()) return false; + // 라벨/압축형 약봉투는 parse()에서 isTextSequentialMulti로 먼저 걸러진다. int matchCount = 0; if (rawText.contains("명칭") || rawText.contains("약품명")) matchCount++; if (rawText.contains("투약량") || rawText.contains("복용량")) matchCount++; @@ -326,29 +339,43 @@ private List parseByCoordinates(List f List> rows = clusterRows(positioned); rows.forEach(row -> row.sort(Comparator.comparingDouble(FieldWithCenter::x))); - ColumnIndex colIdx = detectColumnIndex(rows); - if (colIdx.drugNameCol() < 0) { + // ⚡ 수정: 헤더 셀의 순서 인덱스 대신 x중심 좌표를 앵커로 쓴다. + // 헤더가 "처방 의약품의"+"명칭" 처럼 쪼개지거나 셀이 누락돼도 데이터 셀을 x 최근접 컬럼에 배정한다. + List anchors = new ArrayList<>(); + int headerRowIdx = -1; + for (int i = 0; i < rows.size() && headerRowIdx < 0; i++) { + for (FieldWithCenter fw : rows.get(i)) { + ColumnKind kind = classifyHeader(fw.field().inferText()); + if (kind != null) anchors.add(new ColumnAnchor(fw.x(), kind)); + } + boolean hasName = anchors.stream().anyMatch(a -> a.kind() == ColumnKind.NAME); + if (hasName && anchors.size() >= 2) headerRowIdx = i; + else anchors.clear(); + } + if (headerRowIdx < 0) { return List.of(parseByRegex(buildRawText(fields))); } List result = new ArrayList<>(); - for (int i = colIdx.headerRowIdx() + 1; i < rows.size(); i++) { - List texts = rows.get(i).stream() - .map(fw -> fw.field().inferText()) - .toList(); + for (int i = headerRowIdx + 1; i < rows.size(); i++) { + EnumMap cells = new EnumMap<>(ColumnKind.class); + for (FieldWithCenter fw : rows.get(i)) { + ColumnKind kind = nearestColumn(anchors, fw.x()); + cells.putIfAbsent(kind, fw.field().inferText().trim()); + } - String drugName = getCol(texts, colIdx.drugNameCol()); - if (drugName == null) continue; - drugName = refineDrugName(drugName); + String rawName = cells.get(ColumnKind.NAME); + if (rawName == null) continue; + String drugName = refineDrugName(rawName); if (drugName == null) continue; - String dosageRaw = getCol(texts, colIdx.dosageCol()); + String dosageRaw = cells.get(ColumnKind.DOSAGE); String unit = inferDosageUnit(drugName); String dosage = dosageRaw != null ? (dosageRaw.matches("\\d+(?:\\.\\d+)?") && unit != null ? dosageRaw + unit : dosageRaw) : null; - Integer times = parseIntOrNull(getCol(texts, colIdx.timesCol())); - Integer days = parseIntOrNull(getCol(texts, colIdx.daysCol())); + Integer times = parseIntOrNull(cells.get(ColumnKind.TIMES)); + Integer days = parseIntOrNull(cells.get(ColumnKind.DAYS)); result.add(new ParsedOcrData(drugName, dosage, times, days)); } @@ -356,6 +383,22 @@ private List parseByCoordinates(List f return result.isEmpty() ? List.of(parseByRegex(buildRawText(fields))) : result; } + private ColumnKind classifyHeader(String text) { + if (DRUG_NAME_KEYWORDS.stream().anyMatch(text::contains)) return ColumnKind.NAME; + if (DOSAGE_KEYWORDS.stream().anyMatch(text::contains)) return ColumnKind.DOSAGE; + if (TIMES_KEYWORDS.stream().anyMatch(text::contains)) return ColumnKind.TIMES; + if (DAYS_KEYWORDS.stream().anyMatch(text::contains)) return ColumnKind.DAYS; + return null; + } + + private ColumnKind nearestColumn(List anchors, double x) { + ColumnAnchor best = anchors.get(0); + for (ColumnAnchor a : anchors) { + if (Math.abs(a.x() - x) < Math.abs(best.x() - x)) best = a; + } + return best.kind(); + } + private List> clusterRows(List sorted) { List> rows = new ArrayList<>(); for (FieldWithCenter fw : sorted) { @@ -368,31 +411,6 @@ private List> clusterRows(List sorted) { return rows; } - private ColumnIndex detectColumnIndex(List> rows) { - for (int i = 0; i < rows.size(); i++) { - List texts = rows.get(i).stream() - .map(fw -> fw.field().inferText()) - .toList(); - String rowText = String.join("", texts); - - boolean isHeader = DRUG_NAME_KEYWORDS.stream().anyMatch(rowText::contains) - || DOSAGE_KEYWORDS.stream().anyMatch(rowText::contains); - - if (isHeader) { - int drugCol = -1, dosageCol = -1, timesCol = -1, daysCol = -1; - for (int j = 0; j < texts.size(); j++) { - String t = texts.get(j); - if (DRUG_NAME_KEYWORDS.stream().anyMatch(t::contains)) drugCol = j; - else if (DOSAGE_KEYWORDS.stream().anyMatch(t::contains)) dosageCol = j; - else if (TIMES_KEYWORDS.stream().anyMatch(t::contains)) timesCol = j; - else if (DAYS_KEYWORDS.stream().anyMatch(t::contains)) daysCol = j; - } - return new ColumnIndex(i, drugCol, dosageCol, timesCol, daysCol); - } - } - return new ColumnIndex(-1, -1, -1, -1, -1); - } - // ⚡ 수정: 좌표 기반 파싱에도 블랙리스트 적용 (첫 매치가 블랙리스트면 다음 매치 탐색) private String refineDrugName(String raw) { String cleaned = raw.replaceAll("\\[.*?\\]", "").trim(); @@ -510,10 +528,6 @@ private double lastY(List> rows) { return last.get(last.size() - 1).y(); } - private String getCol(List texts, int col) { - return (col >= 0 && col < texts.size()) ? texts.get(col).trim() : null; - } - private Integer parseIntOrNull(String s) { if (s == null) return null; try { return Integer.parseInt(s.trim()); } catch (NumberFormatException e) { return null; } @@ -521,5 +535,7 @@ private Integer parseIntOrNull(String s) { private record FieldWithCenter(NaverOcrApiResponse.Field field, double x, double y) {} - private record ColumnIndex(int headerRowIdx, int drugNameCol, int dosageCol, int timesCol, int daysCol) {} + private enum ColumnKind { NAME, DOSAGE, TIMES, DAYS } + + private record ColumnAnchor(double x, ColumnKind kind) {} } \ No newline at end of file From 55fae2693e75150c9bc0571f084ed6c49aadf4f0 Mon Sep 17 00:00:00 2001 From: kangcheolung Date: Sun, 6 Sep 2026 16:31:49 +0900 Subject: [PATCH 2/8] =?UTF-8?q?test:=20=ED=91=9C=20=EC=B2=98=EB=B0=A9?= =?UTF-8?q?=EC=A0=84=C2=B7=EC=95=BD=EB=B4=89=ED=88=AC=20=EC=95=95=EC=B6=95?= =?UTF-8?q?=ED=98=95=20=ED=95=A9=EC=84=B1=20fixture=EB=A5=BC=20guard?= =?UTF-8?q?=EB=A1=9C=20=EC=B6=94=EA=B0=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - table_prescription_synth.json: guard 승격 (좌표 파싱으로 5약 전부 추출) - drug_bag_compact_synth.json: 신규. 이름 줄 + "1정씩1회30일분" 반복, 4약 - 실제 사진 fixture는 팀이 이름 마스킹 후 추후 추가 Co-Authored-By: Claude Sonnet 5 --- src/test/resources/ocr/expected/manifest.json | 16 ++- .../ocr/fixtures/drug_bag_compact_synth.json | 126 ++++++++++++++++++ 2 files changed, 140 insertions(+), 2 deletions(-) create mode 100644 src/test/resources/ocr/fixtures/drug_bag_compact_synth.json diff --git a/src/test/resources/ocr/expected/manifest.json b/src/test/resources/ocr/expected/manifest.json index 96e8247..54aeb76 100644 --- a/src/test/resources/ocr/expected/manifest.json +++ b/src/test/resources/ocr/expected/manifest.json @@ -15,8 +15,8 @@ { "file": "table_prescription_synth.json", "ocrType": "PRESCRIPTION", - "guard": false, - "note": "합성 표 처방전 (좌표 포함) - 이슈 B 대상, 현재 미달", + "guard": true, + "note": "합성 표 처방전 (좌표 포함, 헤더 분리 재현) - 좌표 파싱으로 5약 전부 추출", "expected": [ { "drugName": "아모잘탄정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 30 }, { "drugName": "크레스토정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 30 }, @@ -24,6 +24,18 @@ { "drugName": "노바스크정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 28 }, { "drugName": "아스피린프로텍트정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 30 } ] + }, + { + "file": "drug_bag_compact_synth.json", + "ocrType": "DRUG_BAG", + "guard": true, + "note": "합성 약봉투 압축형 (이름 줄 + '1정씩1회30일분' 반복, 좌표 없음) - 다중 약 분리", + "expected": [ + { "drugName": "아모잘탄정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 30 }, + { "drugName": "크레스토정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 30 }, + { "drugName": "리피토정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 30 }, + { "drugName": "아스피린프로텍트정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 30 } + ] } ] } diff --git a/src/test/resources/ocr/fixtures/drug_bag_compact_synth.json b/src/test/resources/ocr/fixtures/drug_bag_compact_synth.json new file mode 100644 index 0000000..377b1cb --- /dev/null +++ b/src/test/resources/ocr/fixtures/drug_bag_compact_synth.json @@ -0,0 +1,126 @@ +{ + "version": "V2", + "requestId": "fixture-drugbag-compact", + "timestamp": 0, + "images": [ + { + "uid": "u1", + "name": "image", + "inferResult": "SUCCESS", + "fields": [ + { + "inferText": "위더스제약", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "복약안내문", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "홍길동 님", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "아모잘탄정", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "1정씩1회30일분", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "혈압약", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "크레스토정10mg", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "1정씩1회30일분", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "고지혈증약", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "리피토정", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "1정씩2회30일분", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "고지혈증약", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "아스피린프로텍트정", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "1정씩1회30일분", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "혈전예방", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + }, + { + "inferText": "식후 30분에 복용하세요", + "lineBreak": true, + "boundingPoly": { + "vertices": [] + } + } + ] + } + ] +} \ No newline at end of file From af6b5918aa0b852849a431bf361a8dd11c3f8fdd Mon Sep 17 00:00:00 2001 From: kangcheolung Date: Sun, 6 Sep 2026 16:55:54 +0900 Subject: [PATCH 3/8] =?UTF-8?q?fix:=20=EC=95=95=EC=B6=95=ED=98=95=20?= =?UTF-8?q?=EC=95=BD=EB=B4=89=ED=88=AC=20=ED=8C=8C=EC=8B=B1=20=EC=A0=95?= =?UTF-8?q?=ED=99=95=EB=8F=84=20=E2=80=94=20=EC=9D=B4=EB=A6=84=20=EB=92=A4?= =?UTF-8?q?=20=EB=8C=80=EA=B4=84=ED=98=B8=20=ED=97=88=EC=9A=A9,=20?= =?UTF-8?q?=EC=A0=9C=ED=98=95=EC=96=B4=20=EB=B8=94=EB=9E=99=EB=A6=AC?= =?UTF-8?q?=EC=8A=A4=ED=8A=B8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 실제 위더스제약 약봉투(9약)로 확인된 두 가지: - 이름 줄이 "위더스레보플록사신정[퀴놀론계 항생제]"처럼 대괄호로 이어지면 LINE/NON_STARRED 패턴이 이름을 못 잡음 → 대괄호도 이름 종료 문자로 허용 - "코팅정" 같은 제형만 나타내는 설명줄이 약 이름으로 잡힘 → DRUG_NAME_BLACKLIST에 코팅정/서방정/경질캡슐 등 추가 Co-Authored-By: Claude Sonnet 5 --- .../callcare/domain/ocrresult/service/OcrParser.java | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java index 76a6d3b..7b079b2 100644 --- a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java +++ b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java @@ -21,7 +21,7 @@ public class OcrParser { "\\*([가-힣a-zA-Z][가-힣a-zA-Z0-9]*(?:정|캡슐|캅셀|시럽|액|연고|크림|주사|산|패치))" ); private static final Pattern NON_STARRED_DRUG_NAME_PATTERN = Pattern.compile( - "^([가-힣a-zA-Z][가-힣a-zA-Z0-9]*(?:정|캡슐|캅셀|시럽|액|연고|크림|주사|산|패치))(?:\\(|_|\\d)", + "^([가-힣a-zA-Z][가-힣a-zA-Z0-9]*(?:정|캡슐|캅셀|시럽|액|연고|크림|주사|산|패치))(?:\\(|\\[|_|\\d)", Pattern.MULTILINE ); private static final Pattern DRUG_NAME_PATTERN = Pattern.compile( @@ -52,13 +52,15 @@ public class OcrParser { "총\\s*투약\\s*일수\\s*(\\d+)|총\\s*복용\\s*일수\\s*(\\d+)|(\\d+)\\s*일(?:분|치|간)" ); - // ⚡ 수정: "계산"/"계산서" 같은 우연히 '산' 접미사를 가진 비약품 토큰 추가 + // ⚡ 수정: 비약품 토큰 + 제형만 나타내는 단어(약봉투 설명줄 "코팅정" 등)를 약 이름으로 오인하지 않도록 private static final Set DRUG_NAME_BLACKLIST = Set.of( "약제비총액", "본인부담금", "보험자부담금", "총수납금액", "현금영수증", "비급여및전액본인부담금", - "계산", "계산서" + "계산", "계산서", + "코팅정", "필름코팅정", "서방정", "장용정", "당의정", "설하정", "나정", + "경질캡슐", "연질캡슐", "경질캅셀" ); private static final Pattern LINE_DRUG_NAME_PATTERN = Pattern.compile( - "^([가-힣a-zA-Z][가-힣a-zA-Z0-9]*(?:정|캡슐|캅셀|시럽|액|연고|크림|주사|산|패치))(?:\\(|_|\\d|\\s*$)", + "^([가-힣a-zA-Z][가-힣a-zA-Z0-9]*(?:정|캡슐|캅셀|시럽|액|연고|크림|주사|산|패치))(?:\\(|\\[|_|\\d|\\s*$)", Pattern.MULTILINE ); // ⚡ 수정: 기존 \s* 는 줄바꿈·공백을 삼켜 표 헤더("1회 투약량" + 다음 칸 "1일...")를 From 1148cee2aa4aa23349d00a162090dbd3e4df7493 Mon Sep 17 00:00:00 2001 From: kangcheolung Date: Sun, 6 Sep 2026 16:55:54 +0900 Subject: [PATCH 4/8] =?UTF-8?q?test:=20=EC=8B=A4=EC=A0=9C=20OCR=20?= =?UTF-8?q?=EC=9D=91=EB=8B=B5=20fixture=20=EC=A7=80=EC=9B=90=20=E2=80=94?= =?UTF-8?q?=20=EB=AF=B8=EC=A1=B4=EC=9E=AC=20=EC=8B=9C=20=EC=8A=A4=ED=82=B5?= =?UTF-8?q?,=20=EC=9D=B5=EB=AA=85=ED=99=94=20export=20=EC=8A=A4=ED=81=AC?= =?UTF-8?q?=EB=A6=BD=ED=8A=B8?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - OcrFixtureLoader: 알 수 없는 필드 무시(FAIL_ON_UNKNOWN_PROPERTIES=false), exists() 추가 - OcrParserRegressionTest: fixture 파일 없으면 assumeTrue로 스킵(가드는 유지) - manifest에 실제 fixture 4건 항목 추가 (약봉투 별표/압축형 guard, 영수증 2건 리포트 전용) - scripts/export-ocr-fixtures.py: ocr_result 50~53을 개인정보 치환 후 fixture로 export Co-Authored-By: Claude Sonnet 5 --- scripts/export-ocr-fixtures.py | 80 +++++++++++++++++++ .../ocrresult/fixture/OcrFixtureLoader.java | 10 ++- .../service/OcrParserRegressionTest.java | 3 + src/test/resources/ocr/expected/manifest.json | 58 ++++++++++++++ 4 files changed, 150 insertions(+), 1 deletion(-) create mode 100644 scripts/export-ocr-fixtures.py diff --git a/scripts/export-ocr-fixtures.py b/scripts/export-ocr-fixtures.py new file mode 100644 index 0000000..22d9e85 --- /dev/null +++ b/scripts/export-ocr-fixtures.py @@ -0,0 +1,80 @@ +#!/usr/bin/env python3 +""" +ocr_result 50~53 행의 raw_response를 회귀 테스트 fixture로 내보낸다. +개인정보(이름·주민번호·전화·사업자번호·교부번호·의료기관·약사명)를 치환한다. + +사용법: + 1. 아래 DB 접속 정보를 로컬 환경에 맞게 수정 + 2. python3 export-ocr-fixtures.py + 3. 생성된 파일을 눈으로 검토 (개인정보 남았는지) + 4. git add src/test/resources/ocr/fixtures/*_real.json +""" +import json +import re +import subprocess + +# --- DB 접속 (application-local.yml 값으로 수정) --- +DB_NAME = "callcare" +MYSQL = ["mysql", "-uroot", DB_NAME, "-N", "--raw", "-e"] + +REPO = "/Users/kangcheolung/cotato/callcare" +OUT = f"{REPO}/src/test/resources/ocr/fixtures" + +MAPPING = { + 50: "pharmacy_receipt_grid_real.json", + 51: "pharmacy_receipt_scattered_real.json", + 52: "drug_bag_starred_real.json", + 53: "drug_bag_compact_real.json", +} + +# inferText 값에 적용할 치환 (개인정보 → 더미). 약 이름/용법은 건드리지 않음. +def anonymize(text: str) -> str: + t = text + # 주민번호(6-7 / 6-1 부분마스킹형) + t = re.sub(r"\d{6}\s*-\s*[1-8](\d{6})?", "******-*******", t) + # 전화번호 + t = re.sub(r"0\d{1,2}-?\d{3,4}-?\d{4}", "000-0000-0000", t) + t = re.sub(r"\b01[016789]\d{7,8}\b", "01000000000", t) + # 사업자등록번호 + t = re.sub(r"\b\d{3}-\d{2}-\d{5}\b", "000-00-00000", t) + # 교부번호/영수증번호(숫자-숫자 또는 13자리) + t = re.sub(r"\b\d{8,10}-\d{4,5}\b", "20250101-00000", t) + t = re.sub(r"\b\d{13}\b", "2025010100000", t) + t = re.sub(r"\b\d{12}\b", "000000000000", t) + # 이름 (환자/약사/의사) — 실제 값으로 교체 + for name in ["신세인", "김필독", "방현조", "안인선"]: + t = t.replace(name, "홍길동") + # 의료기관/약국명 + for org, repl in [ + ("향촌 사랑 내과", "행복 내과"), ("향촌메디컬", "행복메디컬"), + ("향 촌 우리약국", "행복 약국"), ("향촌", "행복"), + ("터울병원", "행복병원"), ("필독약국", "행복약국"), ("필독", "행복"), + ]: + t = t.replace(org, repl) + return t + + +def process(row_id: int, filename: str): + raw = subprocess.run( + MYSQL + [f"SELECT raw_response FROM ocr_result WHERE ocr_result_id={row_id}"], + capture_output=True, text=True, check=True, + ).stdout.strip() + if not raw: + print(f" #{row_id}: raw_response 비어있음 — 스킵") + return + doc = json.loads(raw) + for img in doc.get("images", []): + for f in img.get("fields", []): + if "inferText" in f: + f["inferText"] = anonymize(f["inferText"]) + out_path = f"{OUT}/{filename}" + with open(out_path, "w") as fp: + json.dump(doc, fp, ensure_ascii=False, indent=2) + n = sum(len(img.get("fields", [])) for img in doc.get("images", [])) + print(f" #{row_id} -> {filename} ({n} fields)") + + +if __name__ == "__main__": + for rid, fn in MAPPING.items(): + process(rid, fn) + print("\n검토: grep -E '신세인|김필독|향촌|필독|터울|방현조|안인선' src/test/resources/ocr/fixtures/*_real.json") diff --git a/src/test/java/com/piuda/callcare/domain/ocrresult/fixture/OcrFixtureLoader.java b/src/test/java/com/piuda/callcare/domain/ocrresult/fixture/OcrFixtureLoader.java index f457c53..37b204a 100644 --- a/src/test/java/com/piuda/callcare/domain/ocrresult/fixture/OcrFixtureLoader.java +++ b/src/test/java/com/piuda/callcare/domain/ocrresult/fixture/OcrFixtureLoader.java @@ -1,5 +1,6 @@ package com.piuda.callcare.domain.ocrresult.fixture; +import com.fasterxml.jackson.databind.DeserializationFeature; import com.fasterxml.jackson.databind.ObjectMapper; import com.piuda.callcare.domain.ocrresult.dto.ParsedOcrData; import com.piuda.callcare.domain.ocrresult.dto.response.NaverOcrApiResponse; @@ -13,13 +14,20 @@ */ public final class OcrFixtureLoader { - private static final ObjectMapper MAPPER = new ObjectMapper(); + // 실제 Naver 응답 dump에는 우리 DTO에 없는 필드(inferConfidence, message 등)가 있어 무시한다 + private static final ObjectMapper MAPPER = new ObjectMapper() + .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false); private static final String FIXTURE_DIR = "/ocr/fixtures/"; private static final String MANIFEST_PATH = "/ocr/expected/manifest.json"; private OcrFixtureLoader() { } + /** fixture 파일이 클래스패스에 있는지 확인한다. */ + public static boolean exists(String fixtureFile) { + return OcrFixtureLoader.class.getResource(FIXTURE_DIR + fixtureFile) != null; + } + /** fixture JSON({@link NaverOcrApiResponse} 형태)을 읽어 파서 입력 필드 목록을 반환한다. */ public static List loadFields(String fixtureFile) { try (InputStream in = open(FIXTURE_DIR + fixtureFile)) { diff --git a/src/test/java/com/piuda/callcare/domain/ocrresult/service/OcrParserRegressionTest.java b/src/test/java/com/piuda/callcare/domain/ocrresult/service/OcrParserRegressionTest.java index ce2d89d..5612f03 100644 --- a/src/test/java/com/piuda/callcare/domain/ocrresult/service/OcrParserRegressionTest.java +++ b/src/test/java/com/piuda/callcare/domain/ocrresult/service/OcrParserRegressionTest.java @@ -15,6 +15,7 @@ import java.util.stream.Stream; import static org.assertj.core.api.Assertions.assertThat; +import static org.junit.jupiter.api.Assumptions.assumeTrue; /** * 저장된 실제/합성 OCR 응답을 {@link OcrParser}에 돌려 회귀를 잡는다. @@ -34,6 +35,8 @@ class OcrParserRegressionTest { Stream 회귀_리포트() { List cases = OcrFixtureLoader.loadManifest().fixtures(); return cases.stream().map(fc -> DynamicTest.dynamicTest(fc.file(), () -> { + // 실사진 fixture는 팀이 마스킹 후 추가 — 없으면 스킵(가드는 유지) + assumeTrue(OcrFixtureLoader.exists(fc.file()), "fixture 파일 없음: " + fc.file()); List fields = OcrFixtureLoader.loadFields(fc.file()); OcrParseResult result = ocrParser.parse(fields, OcrType.valueOf(fc.ocrType())); List actual = result.parsedDrugs(); diff --git a/src/test/resources/ocr/expected/manifest.json b/src/test/resources/ocr/expected/manifest.json index 54aeb76..5c342ca 100644 --- a/src/test/resources/ocr/expected/manifest.json +++ b/src/test/resources/ocr/expected/manifest.json @@ -36,6 +36,64 @@ { "drugName": "리피토정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 30 }, { "drugName": "아스피린프로텍트정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 30 } ] + }, + { + "file": "drug_bag_starred_real.json", + "ocrType": "DRUG_BAG", + "guard": true, + "note": "실제 약봉투 (별표형) - 파일 없으면 스킵. 팀이 마스킹 후 추가", + "expected": [ + { "drugName": "타이레놀이알서방정", "dosagePerTime": "1정", "timesPerDay": 3, "totalDays": 3 }, + { "drugName": "뮤테란캅셀", "dosagePerTime": "1캡슐", "timesPerDay": 3, "totalDays": 3 }, + { "drugName": "종근당아목시실린캡슐", "dosagePerTime": "1캡슐", "timesPerDay": 3, "totalDays": 3 }, + { "drugName": "코푸시럽", "dosagePerTime": "1ml", "timesPerDay": 3, "totalDays": 3 } + ] + }, + { + "file": "drug_bag_compact_real.json", + "ocrType": "DRUG_BAG", + "guard": true, + "note": "실제 약봉투 (압축형, 위더스제약 9약) - 파일 없으면 스킵. 팀이 마스킹 후 추가", + "expected": [ + { "drugName": "위더스레보를록사신정", "dosagePerTime": "1정", "timesPerDay": 1, "totalDays": 5 }, + { "drugName": "클래민정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 5 }, + { "drugName": "프레나정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 5 }, + { "drugName": "데파스정", "dosagePerTime": "0.5정", "timesPerDay": 2, "totalDays": 5 }, + { "drugName": "덱시네정", "dosagePerTime": "1정", "timesPerDay": 3, "totalDays": 5 }, + { "drugName": "설포스캡슐", "dosagePerTime": "1캡슐", "timesPerDay": 2, "totalDays": 5 }, + { "drugName": "코대원에스시럽", "dosagePerTime": "1포", "timesPerDay": 3, "totalDays": 5 }, + { "drugName": "엘도신캡슐", "dosagePerTime": "1캡슐", "timesPerDay": 2, "totalDays": 5 }, + { "drugName": "베포캄정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 5 } + ] + }, + { + "file": "pharmacy_receipt_grid_real.json", + "ocrType": "PRESCRIPTION", + "guard": false, + "note": "실제 약제비 영수증 (상세+요약표 2섹션, 중복 발생) - 리포트 전용. 팀이 마스킹 후 추가", + "expected": [ + { "drugName": "뉴부틴서방정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 7 }, + { "drugName": "액시티딘캅셀", "dosagePerTime": "1캡슐", "timesPerDay": 2, "totalDays": 7 }, + { "drugName": "티로파정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 7 }, + { "drugName": "비오플250캅셀", "dosagePerTime": "1캡슐", "timesPerDay": 2, "totalDays": 7 }, + { "drugName": "환인그란닥신정", "dosagePerTime": "0.5정", "timesPerDay": 2, "totalDays": 7 } + ] + }, + { + "file": "pharmacy_receipt_scattered_real.json", + "ocrType": "PRESCRIPTION", + "guard": false, + "note": "실제 약제비 영수증 (좌표만 표처럼 보임, 압축패턴 없음 - 최난도) - 리포트 전용. 팀이 마스킹 후 추가", + "expected": [ + { "drugName": "알마겔정", "dosagePerTime": null, "timesPerDay": null, "totalDays": null }, + { "drugName": "슈가메트서방정", "dosagePerTime": null, "timesPerDay": null, "totalDays": null }, + { "drugName": "듀비메트서방정", "dosagePerTime": null, "timesPerDay": null, "totalDays": null }, + { "drugName": "경동아스피린장용정", "dosagePerTime": null, "timesPerDay": null, "totalDays": null }, + { "drugName": "리피토정", "dosagePerTime": null, "timesPerDay": null, "totalDays": null }, + { "drugName": "애니코프캡슐", "dosagePerTime": null, "timesPerDay": null, "totalDays": null }, + { "drugName": "다이크로짇정", "dosagePerTime": null, "timesPerDay": null, "totalDays": null }, + { "drugName": "소론도정", "dosagePerTime": null, "timesPerDay": null, "totalDays": null } + ] } ] } From ab9860019de3d15e0d36dab302821a673f523474 Mon Sep 17 00:00:00 2001 From: kangcheolung Date: Sun, 6 Sep 2026 17:22:35 +0900 Subject: [PATCH 5/8] =?UTF-8?q?fix:=20=EC=98=81=EC=88=98=EC=A6=9D=20?= =?UTF-8?q?=EC=98=A4=ED=83=90=20=EB=B0=A9=EC=96=B4=20=E2=80=94=20=EC=95=BD?= =?UTF-8?q?=20=EC=9D=B4=EB=A6=84=20=EC=A4=91=EB=B3=B5=20=EC=A0=9C=EA=B1=B0?= =?UTF-8?q?,=20=EC=A2=8C=ED=91=9C=20=EC=85=80=20=EC=88=AB=EC=9E=90=20?= =?UTF-8?q?=EA=B2=80=EC=A6=9D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 실제 약제비 영수증 2건으로 확인: - 향촌 영수증: 상세 섹션 + 하단 요약표에 약 이름이 두 번 나와 10건으로 중복 → dedupeByName으로 같은 이름 병합 (값 있는 항목 우선) - 필독 영수증: parseByCoordinates가 표의 빈 칸에 들어온 주의사항 텍스트 ("주의", "일어나세요")를 용량으로 파싱 → numericCell로 숫자 시작 셀만 값 인정 Co-Authored-By: Claude Sonnet 5 --- .../domain/ocrresult/service/OcrParser.java | 36 +++++++++++++++---- 1 file changed, 30 insertions(+), 6 deletions(-) diff --git a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java index 7b079b2..8fbfe65 100644 --- a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java +++ b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java @@ -212,10 +212,10 @@ private List parseByPharmacyReceipt(String rawText) { .count(); if (emptyCount * 2 >= result.size()) { List grouped = parseGroupedTrailingNumbers(rawText, names, starts); - if (grouped != null) return grouped; + if (grouped != null) return dedupeByName(grouped); } - return result; + return dedupeByName(result); } // ⚡ 신규: *약이름 *약이름 *약이름 \n 1 3 3 1 3 3 1 3 3 형태 파싱 @@ -314,7 +314,7 @@ private List parseByTextSequential(String rawText) { result.add(new ParsedOcrData(names.get(i), dosage, extractTimesPerDay(block), extractTotalDays(block))); } - return result.isEmpty() ? List.of(parseByRegex(rawText)) : result; + return result.isEmpty() ? List.of(parseByRegex(rawText)) : dedupeByName(result); } // ── 표 처방전 감지 ──────────────────────────────────────────────────────── @@ -371,16 +371,18 @@ private List parseByCoordinates(List f String drugName = refineDrugName(rawName); if (drugName == null) continue; - String dosageRaw = cells.get(ColumnKind.DOSAGE); + // ⚡ 수정: 숫자로 시작하지 않는 셀(주의사항 텍스트 등)은 값으로 인정하지 않음 + String dosageRaw = numericCell(cells.get(ColumnKind.DOSAGE)); String unit = inferDosageUnit(drugName); String dosage = dosageRaw != null ? (dosageRaw.matches("\\d+(?:\\.\\d+)?") && unit != null ? dosageRaw + unit : dosageRaw) : null; - Integer times = parseIntOrNull(cells.get(ColumnKind.TIMES)); - Integer days = parseIntOrNull(cells.get(ColumnKind.DAYS)); + Integer times = parseIntOrNull(numericCell(cells.get(ColumnKind.TIMES))); + Integer days = parseIntOrNull(numericCell(cells.get(ColumnKind.DAYS))); result.add(new ParsedOcrData(drugName, dosage, times, days)); } + result = dedupeByName(result); return result.isEmpty() ? List.of(parseByRegex(buildRawText(fields))) : result; } @@ -535,6 +537,28 @@ private Integer parseIntOrNull(String s) { try { return Integer.parseInt(s.trim()); } catch (NumberFormatException e) { return null; } } + // 숫자로 시작하는 셀만 값으로 통과 (표의 빈 칸에 주의사항/용법 텍스트가 들어오는 경우 방지) + private String numericCell(String s) { + return (s != null && s.matches("\\d.*")) ? s : null; + } + + // 같은 약 이름이 두 번 이상 나오면(영수증의 상세+요약 섹션) 하나로 합친다. + // 값이 있는 항목을 우선 유지한다. + private List dedupeByName(List drugs) { + LinkedHashMap byName = new LinkedHashMap<>(); + for (ParsedOcrData d : drugs) { + ParsedOcrData prev = byName.get(d.drugName()); + if (prev == null || (isEmpty(prev) && !isEmpty(d))) { + byName.put(d.drugName(), d); + } + } + return new ArrayList<>(byName.values()); + } + + private boolean isEmpty(ParsedOcrData d) { + return d.dosagePerTime() == null && d.timesPerDay() == null && d.totalDays() == null; + } + private record FieldWithCenter(NaverOcrApiResponse.Field field, double x, double y) {} private enum ColumnKind { NAME, DOSAGE, TIMES, DAYS } From b38f0b30c6f66baf065f2c92b5d0f361addd1a89 Mon Sep 17 00:00:00 2001 From: kangcheolung Date: Sun, 6 Sep 2026 17:22:35 +0900 Subject: [PATCH 6/8] =?UTF-8?q?test:=20=EC=8B=A4=EC=A0=9C=20OCR=20?= =?UTF-8?q?=EC=9D=91=EB=8B=B5=20fixture=204=EA=B1=B4=20=EC=B6=94=EA=B0=80?= =?UTF-8?q?=20(=EA=B0=9C=EC=9D=B8=EC=A0=95=EB=B3=B4=20=EB=A7=88=EC=8A=A4?= =?UTF-8?q?=ED=82=B9)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ocr_result 50~53을 export 스크립트로 익명화(이름 → ○, 주민번호/전화/사업자번호 /교부번호 → 더미)해 fixture로 커밋. - drug_bag_starred_real: 별표형 약봉투 4약, guard 통과 - drug_bag_compact_real: 압축형 약봉투(위더스제약) 9약, guard 통과 - pharmacy_receipt_grid/scattered_real: 약제비 영수증, 리포트 전용 (병원 처방전 범위 밖, 중복·좌표 오배정 방어 확인용) export 스크립트에 이름 조각 마스킹(scrub_name_fields), 생년 마스킹 추가. Co-Authored-By: Claude Sonnet 5 --- scripts/export-ocr-fixtures.py | 31 +- .../ocr/fixtures/drug_bag_compact_real.json | 5775 +++++++++ .../ocr/fixtures/drug_bag_starred_real.json | 3453 ++++++ .../fixtures/pharmacy_receipt_grid_real.json | 8151 +++++++++++++ .../pharmacy_receipt_scattered_real.json | 10068 ++++++++++++++++ 5 files changed, 27474 insertions(+), 4 deletions(-) create mode 100644 src/test/resources/ocr/fixtures/drug_bag_compact_real.json create mode 100644 src/test/resources/ocr/fixtures/drug_bag_starred_real.json create mode 100644 src/test/resources/ocr/fixtures/pharmacy_receipt_grid_real.json create mode 100644 src/test/resources/ocr/fixtures/pharmacy_receipt_scattered_real.json diff --git a/scripts/export-ocr-fixtures.py b/scripts/export-ocr-fixtures.py index 22d9e85..77a4317 100644 --- a/scripts/export-ocr-fixtures.py +++ b/scripts/export-ocr-fixtures.py @@ -13,9 +13,17 @@ import re import subprocess -# --- DB 접속 (application-local.yml 값으로 수정) --- +# --- DB 접속 (.env의 LOCAL_DB_* 값 사용. 비번은 MYSQL_PWD 환경변수로 전달) --- +import os DB_NAME = "callcare" MYSQL = ["mysql", "-uroot", DB_NAME, "-N", "--raw", "-e"] +_ENV = dict(os.environ) +try: + for line in open(f"{os.path.dirname(__file__)}/../.env"): + if line.startswith("LOCAL_DB_PASSWORD="): + _ENV["MYSQL_PWD"] = line.split("=", 1)[1].strip() +except OSError: + pass REPO = "/Users/kangcheolung/cotato/callcare" OUT = f"{REPO}/src/test/resources/ocr/fixtures" @@ -30,8 +38,10 @@ # inferText 값에 적용할 치환 (개인정보 → 더미). 약 이름/용법은 건드리지 않음. def anonymize(text: str) -> str: t = text - # 주민번호(6-7 / 6-1 부분마스킹형) + # 주민번호(6-7 / 6-1 부분마스킹형), 만나이/생년 t = re.sub(r"\d{6}\s*-\s*[1-8](\d{6})?", "******-*******", t) + t = re.sub(r"\d{4}년생", "0000년생", t) + t = re.sub(r"만\s*\d+세", "만 00세", t) # 전화번호 t = re.sub(r"0\d{1,2}-?\d{3,4}-?\d{4}", "000-0000-0000", t) t = re.sub(r"\b01[016789]\d{7,8}\b", "01000000000", t) @@ -47,17 +57,29 @@ def anonymize(text: str) -> str: # 의료기관/약국명 for org, repl in [ ("향촌 사랑 내과", "행복 내과"), ("향촌메디컬", "행복메디컬"), - ("향 촌 우리약국", "행복 약국"), ("향촌", "행복"), + ("향 촌 우리약국", "행복 약국"), ("향 촌", "행복"), ("향촌", "행복"), + ("우리약국", "행복약국"), ("터울병원", "행복병원"), ("필독약국", "행복약국"), ("필독", "행복"), ]: t = t.replace(org, repl) return t +def scrub_name_fields(fields): + """'성명' 등 이름 라벨 뒤에 오는 짧은 한글 필드(약사/의사 이름 조각)를 마스킹한다.""" + LABELS = {"성명", "성 명", "환자 성명", "환 자 성 명", "조제한", "조제약사"} + for i, f in enumerate(fields): + if f.get("inferText", "").strip() in LABELS: + for j in range(i + 1, min(i + 4, len(fields))): + nxt = fields[j].get("inferText", "").strip() + if 1 <= len(nxt) <= 3 and re.fullmatch(r"[가-힣]+", nxt): + fields[j]["inferText"] = "○" * len(nxt) + + def process(row_id: int, filename: str): raw = subprocess.run( MYSQL + [f"SELECT raw_response FROM ocr_result WHERE ocr_result_id={row_id}"], - capture_output=True, text=True, check=True, + capture_output=True, text=True, check=True, env=_ENV, ).stdout.strip() if not raw: print(f" #{row_id}: raw_response 비어있음 — 스킵") @@ -67,6 +89,7 @@ def process(row_id: int, filename: str): for f in img.get("fields", []): if "inferText" in f: f["inferText"] = anonymize(f["inferText"]) + scrub_name_fields(img.get("fields", [])) out_path = f"{OUT}/{filename}" with open(out_path, "w") as fp: json.dump(doc, fp, ensure_ascii=False, indent=2) diff --git a/src/test/resources/ocr/fixtures/drug_bag_compact_real.json b/src/test/resources/ocr/fixtures/drug_bag_compact_real.json new file mode 100644 index 0000000..e6ce03b --- /dev/null +++ b/src/test/resources/ocr/fixtures/drug_bag_compact_real.json @@ -0,0 +1,5775 @@ +{ + "version": "V2", + "requestId": "443f7cb5-7013-4a6a-89b6-f9734d671f2e", + "timestamp": 1788680919324, + "images": [ + { + "uid": "d689ad28b592436f89d38a234f0b2766", + "name": "image", + "inferResult": "SUCCESS", + "message": "SUCCESS", + "validationResult": { + "result": "NO_REQUESTED" + }, + "convertedImageInfo": { + "width": 639, + "height": 568, + "pageIndex": 0, + "longImage": false + }, + "fields": [ + { + "valueType": "ALL", + "boundingPoly": 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=?UTF-8?q?feat:=20=EB=B3=B4=ED=97=98=EC=BD=94?= =?UTF-8?q?=EB=93=9C=20=EC=A4=84=20=EA=B8=B0=EB=B0=98=20=EC=B2=98=EB=B0=A9?= =?UTF-8?q?=EC=A0=84=20=ED=8C=8C=EC=8B=B1=20=E2=80=94=20=ED=97=A4=EB=8D=94?= =?UTF-8?q?=20=EB=AD=89=EA=B0=9C=EC=A7=84=20=EC=A0=80=ED=99=94=EC=A7=88=20?= =?UTF-8?q?=EC=B2=98=EB=B0=A9=EC=A0=84=20=EB=8C=80=EC=9D=91?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 한국 처방전(별지 제9호 서식)은 약 줄이 "보험코드(8~10자리) + 제품명 + (내복)" 형식으로 표준화돼 있다. 헤더 텍스트("명칭/투여횟수/투약일수")가 OCR로 뭉개져도 이 코드 줄과 같은 행의 한 자리 숫자를 x순으로 잡으면 투약량/횟수/일수를 복원할 수 있다. - hasPrescriptionCodeLines: 코드+이름 줄 2개 이상이면 이 경로 - parseByPrescriptionCode: 각 필드를 y 최근접 코드 행에 배정(행 간격 0.6배 이내), 이름은 코드 오른쪽 첫 한글 텍스트, 숫자는 한 자리 숫자 x순 앞 3개 - 픽셀 상수 없이 상대 위치만 사용 실제 저화질 뉴스 처방전 사진(4약)으로 검증: 4/4 정확 추출. Co-Authored-By: Claude Sonnet 5 --- scripts/export-ocr-fixtures.py | 1 + .../domain/ocrresult/service/OcrParser.java | 92 + src/test/resources/ocr/expected/manifest.json | 12 + .../ocr/fixtures/table_prescription_real.json | 2481 +++++++++++++++++ 4 files changed, 2586 insertions(+) create mode 100644 src/test/resources/ocr/fixtures/table_prescription_real.json diff --git a/scripts/export-ocr-fixtures.py b/scripts/export-ocr-fixtures.py index 77a4317..768b76e 100644 --- a/scripts/export-ocr-fixtures.py +++ b/scripts/export-ocr-fixtures.py @@ -33,6 +33,7 @@ 51: "pharmacy_receipt_scattered_real.json", 52: "drug_bag_starred_real.json", 53: "drug_bag_compact_real.json", + 54: "table_prescription_real.json", } # inferText 값에 적용할 치환 (개인정보 → 더미). 약 이름/용법은 건드리지 않음. diff --git a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java index 8fbfe65..5c282d8 100644 --- a/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java +++ b/src/main/java/com/piuda/callcare/domain/ocrresult/service/OcrParser.java @@ -78,6 +78,11 @@ public class OcrParser { "(?:조제일|조제일자)\\s*[:\\-]?\\s*(\\d{4})\\s*[.년\\-]\\s*(\\d{1,2})\\s*[.월\\-]?\\s*(\\d{1,2})" ); + // 병원 처방전 약 줄: "보험코드(8~10자리) + 제품명 [+ (내복)]" + private static final Pattern PRESCRIPTION_CODE_LINE = Pattern.compile("\\d{8,10}\\s+[가-힣A-Za-z]"); + private static final Pattern DRUG_CODE = Pattern.compile("^\\d{8,10}$"); + private static final Pattern SINGLE_NUMBER = Pattern.compile("^[0-9lITｌ]$"); + private static final List DRUG_NAME_KEYWORDS = List.of("명칭", "약품명", "의약품"); private static final List DOSAGE_KEYWORDS = List.of("투약량", "복용량", "1회"); private static final List TIMES_KEYWORDS = List.of("투여횟수", "복용횟수", "횟수"); @@ -96,6 +101,9 @@ public OcrParseResult parse(List fields, OcrType ocrT parsedDrugs = parseByPharmacyReceipt(rawText); } else if (isTextSequentialMulti(rawText)) { parsedDrugs = parseByTextSequential(rawText); + } else if (hasCoordinates && hasPrescriptionCodeLines(rawText)) { + // 보험코드 줄이 있는 병원 처방전 — 헤더가 뭉개져도 코드+x좌표로 파싱 + parsedDrugs = parseByPrescriptionCode(fields); } else if (hasCoordinates && isTablePrescription(rawText)) { parsedDrugs = parseByCoordinates(fields); } else { @@ -317,6 +325,90 @@ private List parseByTextSequential(String rawText) { return result.isEmpty() ? List.of(parseByRegex(rawText)) : dedupeByName(result); } + // ── 보험코드 줄 기반 처방전 파싱 ───────────────────────────────────────── + // 헤더가 뭉개진 저화질 처방전도, "9자리 코드 + 이름" 줄과 같은 행의 숫자를 x순으로 잡는다. + + private boolean hasPrescriptionCodeLines(String rawText) { + return countMatches(PRESCRIPTION_CODE_LINE, rawText) >= 2; + } + + private List parseByPrescriptionCode(List fields) { + List positioned = fields.stream() + .filter(f -> f.boundingPoly() != null && !f.boundingPoly().vertices().isEmpty()) + .map(f -> new FieldWithCenter(f, centerX(f), centerY(f))) + .toList(); + + List codes = positioned.stream() + .filter(f -> DRUG_CODE.matcher(f.field().inferText().trim()).matches()) + .sorted(Comparator.comparingDouble(FieldWithCenter::y)) + .toList(); + if (codes.size() < 2) { + return List.of(parseByRegex(buildRawText(fields))); + } + + // 각 필드를 y가 가장 가까운 코드 행에 배정하되, 행 간격의 절반 이내만 인정한다 + double rowGap = codes.size() > 1 ? (codes.get(codes.size() - 1).y() - codes.get(0).y()) / (codes.size() - 1) : 15; + double yTol = Math.max(6, rowGap * 0.6); + + List result = new ArrayList<>(); + for (int r = 0; r < codes.size(); r++) { + FieldWithCenter code = codes.get(r); + int idx = r; + List row = positioned.stream() + .filter(f -> Math.abs(f.y() - code.y()) <= yTol && nearestCodeIndex(codes, f.y()) == idx) + .sorted(Comparator.comparingDouble(FieldWithCenter::x)) + .toList(); + + // 이름: 코드 오른쪽의 첫 한글 텍스트 (숫자·식후 등 제외) + String name = row.stream() + .filter(f -> f.x() > code.x()) + .map(f -> refineCodeLineName(f.field().inferText())) + .filter(Objects::nonNull) + .findFirst().orElse(null); + if (name == null) continue; + + // 숫자: 코드/이름 오른쪽의 한 자리 숫자들을 x순으로 (투약량·횟수·일수 = 앞 3개) + List nums = row.stream() + .filter(f -> f.x() > code.x()) + .filter(f -> SINGLE_NUMBER.matcher(f.field().inferText().trim()).matches()) + .map(f -> normalizeDigit(f.field().inferText().trim())) + .toList(); + + String dosage = nums.isEmpty() ? null : nums.get(0); + String unit = inferDosageUnit(name); + if (dosage != null && dosage.matches("\\d+") && unit != null) dosage = dosage + unit; + Integer times = nums.size() > 1 ? parseIntOrNull(nums.get(1)) : null; + Integer days = nums.size() > 2 ? parseIntOrNull(nums.get(2)) : null; + + result.add(new ParsedOcrData(name, dosage, times, days)); + } + return result.isEmpty() ? List.of(parseByRegex(buildRawText(fields))) : dedupeByName(result); + } + + private static final Pattern USAGE_WORD = Pattern.compile("^(식(후|전|주|간|추)|취침전?|아침|점심|저녁|공복|경구|내복|외용)$"); + + // "지스로먹스장250mg(내복)" → "지스로먹스장" (괄호·용량 표기 제거, 용법 단어는 제외) + private String refineCodeLineName(String raw) { + String s = raw.replaceAll("\\(.*?\\)", "") + .replaceAll("\\d+(?:\\.\\d+)?\\s*(?:mg|ml|g|밀리그람|밀리그램|그람|밀리리터|mcg|IU)$", "") + .trim(); + if (s.length() < 2 || !s.matches(".*[가-힣].*")) return null; + if (USAGE_WORD.matcher(s).matches()) return null; + return s; + } + + private String normalizeDigit(String s) { + return s.matches("[lITｌ]") ? "1" : s; + } + + private int nearestCodeIndex(List codes, double y) { + int best = 0; + for (int i = 1; i < codes.size(); i++) { + if (Math.abs(codes.get(i).y() - y) < Math.abs(codes.get(best).y() - y)) best = i; + } + return best; + } + // ── 표 처방전 감지 ──────────────────────────────────────────────────────── private boolean isTablePrescription(String rawText) { diff --git a/src/test/resources/ocr/expected/manifest.json b/src/test/resources/ocr/expected/manifest.json index 5c342ca..0ac93f0 100644 --- a/src/test/resources/ocr/expected/manifest.json +++ b/src/test/resources/ocr/expected/manifest.json @@ -66,6 +66,18 @@ { "drugName": "베포캄정", "dosagePerTime": "1정", "timesPerDay": 2, "totalDays": 5 } ] }, + { + "file": "table_prescription_real.json", + "ocrType": "PRESCRIPTION", + "guard": true, + "note": "실제 병원 표 처방전 (저화질, 헤더 뭉개짐, 보험코드 줄 4약) - 코드+x좌표 파싱", + "expected": [ + { "drugName": "지스로먹스장", "dosagePerTime": "2", "timesPerDay": 1, "totalDays": 3 }, + { "drugName": "에리우스점", "dosagePerTime": "1", "timesPerDay": 1, "totalDays": 3 }, + { "drugName": "써스벤이열시방정", "dosagePerTime": "1정", "timesPerDay": 3, "totalDays": 3 }, + { "drugName": "폰탈한셀", "dosagePerTime": "1", "timesPerDay": 3, "totalDays": 3 } + ] + }, { "file": "pharmacy_receipt_grid_real.json", "ocrType": "PRESCRIPTION", diff --git a/src/test/resources/ocr/fixtures/table_prescription_real.json b/src/test/resources/ocr/fixtures/table_prescription_real.json new file mode 100644 index 0000000..6a4017b --- /dev/null +++ b/src/test/resources/ocr/fixtures/table_prescription_real.json @@ -0,0 +1,2481 @@ +{ + "version": "V2", + "requestId": "6d5ad880-672a-4182-a89c-ac209d965517", + "timestamp": 1788689426428, + "images": [ + { + "uid": "076c06a1a4184954b25d9a42c0886d24", + "name": "image", + "inferResult": "SUCCESS", + "message": "SUCCESS", + "validationResult": { + "result": "NO_REQUESTED" + }, + "convertedImageInfo": { + "width": 499, + "height": 666, + "pageIndex": 0, + "longImage": false + }, + "fields": 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응답 fixture를 들여쓰기 저장하니 31,559줄. 파서가 쓰는 필드 (inferText, lineBreak, boundingPoly.vertices)만 남기고 한 줄로 저장 → 8줄. 내용·테스트 결과 동일. Co-Authored-By: Claude Sonnet 5 --- scripts/export-ocr-fixtures.py | 21 +- .../ocr/fixtures/drug_bag_compact_real.json | 5776 +-------- .../ocr/fixtures/drug_bag_compact_synth.json | 127 +- .../ocr/fixtures/drug_bag_starred_real.json | 3454 +----- .../fixtures/pharmacy_receipt_grid_real.json | 8152 +------------ .../pharmacy_receipt_scattered_real.json | 10069 +--------------- .../fixtures/pharmacy_receipt_starred.json | 708 +- .../ocr/fixtures/table_prescription_real.json | 2482 +--- .../fixtures/table_prescription_synth.json | 807 +- 9 files changed, 27 insertions(+), 31569 deletions(-) diff --git a/scripts/export-ocr-fixtures.py b/scripts/export-ocr-fixtures.py index 768b76e..c875c20 100644 --- a/scripts/export-ocr-fixtures.py +++ b/scripts/export-ocr-fixtures.py @@ -91,10 +91,27 @@ def process(row_id: int, filename: str): if "inferText" in f: f["inferText"] = anonymize(f["inferText"]) scrub_name_fields(img.get("fields", [])) + + # 파서가 쓰는 필드만 남기고 축소 (inferConfidence, type 등 제거) + minify + slim = { + "version": doc.get("version", "V2"), + "images": [{ + "inferResult": img.get("inferResult", "SUCCESS"), + "fields": [{ + "inferText": f.get("inferText", ""), + "lineBreak": bool(f.get("lineBreak", False)), + "boundingPoly": {"vertices": [ + {"x": v.get("x"), "y": v.get("y")} + for v in (f.get("boundingPoly") or {}).get("vertices", []) + ]}, + } for f in img.get("fields", [])], + } for img in doc.get("images", [])], + } out_path = f"{OUT}/{filename}" with open(out_path, "w") as fp: - json.dump(doc, fp, ensure_ascii=False, indent=2) - n = sum(len(img.get("fields", [])) for img in doc.get("images", [])) + json.dump(slim, fp, ensure_ascii=False, separators=(",", ":")) + fp.write("\n") + n = sum(len(img["fields"]) for img in slim["images"]) print(f" #{row_id} -> {filename} ({n} fields)") diff --git a/src/test/resources/ocr/fixtures/drug_bag_compact_real.json b/src/test/resources/ocr/fixtures/drug_bag_compact_real.json index e6ce03b..842ff2b 100644 --- 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