fix ocr

backend/app/schemas/analysis.py

@@ -1,7 +1,7 @@
-from pydantic import BaseModel
+from app.schemas.base import CamelModel
 
 
-class AnalysisStatusOut(BaseModel):
+class AnalysisStatusOut(CamelModel):
     case_id: str
     status: str
     progress: int = 0
@@ -9,6 +9,6 @@ class AnalysisStatusOut(BaseModel):
     message: str = ""
 
 
-class AnalysisTriggerOut(BaseModel):
+class AnalysisTriggerOut(CamelModel):
     task_id: str
     message: str

backend/app/schemas/assessment.py

@@ -1,13 +1,12 @@
 from datetime import datetime
 from uuid import UUID
 
-from pydantic import BaseModel
-
 from app.models.assessment import ConfidenceLevel, ReviewStatus
+from app.schemas.base import CamelModel
 from app.schemas.transaction import TransactionOut
 
 
-class AssessmentOut(BaseModel):
+class AssessmentOut(CamelModel):
     id: UUID
     case_id: UUID
     transaction_id: UUID
@@ -21,19 +20,17 @@ class AssessmentOut(BaseModel):
     reviewed_by: str
     reviewed_at: datetime | None = None
 
-    model_config = {"from_attributes": True}
 
-
-class AssessmentListOut(BaseModel):
+class AssessmentListOut(CamelModel):
     items: list[AssessmentOut]
     total: int
 
 
-class ReviewSubmit(BaseModel):
+class ReviewSubmit(CamelModel):
     review_status: ReviewStatus
     review_note: str = ""
     reviewed_by: str = "demo_user"
 
 
-class InquirySuggestionOut(BaseModel):
+class InquirySuggestionOut(CamelModel):
     suggestions: list[str]

backend/app/schemas/base.py

@@ -0,0 +1,15 @@
+"""Base schema with camelCase JSON serialization."""
+from pydantic import BaseModel, ConfigDict
+
+
+def to_camel(s: str) -> str:
+    parts = s.split("_")
+    return parts[0] + "".join(p.capitalize() for p in parts[1:])
+
+
+class CamelModel(BaseModel):
+    model_config = ConfigDict(
+        from_attributes=True,
+        alias_generator=to_camel,
+        populate_by_name=True,
+    )

backend/app/schemas/case.py

@@ -1,26 +1,25 @@
 from datetime import datetime
 from uuid import UUID
 
-from pydantic import BaseModel
-
 from app.models.case import CaseStatus
+from app.schemas.base import CamelModel
 
 
-class CaseCreate(BaseModel):
+class CaseCreate(CamelModel):
     case_no: str
     title: str
     victim_name: str
     handler: str = ""
 
 
-class CaseUpdate(BaseModel):
+class CaseUpdate(CamelModel):
     title: str | None = None
     victim_name: str | None = None
     handler: str | None = None
     status: CaseStatus | None = None
 
 
-class CaseOut(BaseModel):
+class CaseOut(CamelModel):
     id: UUID
     case_no: str
     title: str
@@ -32,9 +31,7 @@ class CaseOut(BaseModel):
     created_at: datetime
     updated_at: datetime
 
-    model_config = {"from_attributes": True}
 
-
-class CaseListOut(BaseModel):
+class CaseListOut(CamelModel):
     items: list[CaseOut]
     total: int

backend/app/schemas/image.py

@@ -1,12 +1,11 @@
 from datetime import datetime
 from uuid import UUID
 
-from pydantic import BaseModel
-
 from app.models.evidence_image import SourceApp, PageType, OcrStatus
+from app.schemas.base import CamelModel
 
 
-class ImageOut(BaseModel):
+class ImageOut(CamelModel):
     id: UUID
     case_id: UUID
     url: str = ""
@@ -17,24 +16,25 @@ class ImageOut(BaseModel):
     file_hash: str
     uploaded_at: datetime
 
-    model_config = {"from_attributes": True}
 
-
-class OcrBlockOut(BaseModel):
+class OcrBlockOut(CamelModel):
     id: UUID
     content: str
     bbox: dict
     seq_order: int
     confidence: float
 
-    model_config = {"from_attributes": True}
-
 
 class ImageDetailOut(ImageOut):
     ocr_blocks: list[OcrBlockOut] = []
 
 
-class OcrFieldCorrection(BaseModel):
+class OcrFieldCorrection(CamelModel):
     field_name: str
     old_value: str
     new_value: str
+
+
+class CaseOcrStartIn(CamelModel):
+    include_done: bool = False
+    image_ids: list[UUID] = []

backend/app/schemas/report.py

@@ -1,12 +1,11 @@
 from datetime import datetime
 from uuid import UUID
 
-from pydantic import BaseModel
-
 from app.models.report import ReportType
+from app.schemas.base import CamelModel
 
 
-class ReportCreate(BaseModel):
+class ReportCreate(CamelModel):
     report_type: ReportType
     include_summary: bool = True
     include_transactions: bool = True
@@ -17,7 +16,7 @@ class ReportCreate(BaseModel):
     include_screenshots: bool = False
 
 
-class ReportOut(BaseModel):
+class ReportOut(CamelModel):
     id: UUID
     case_id: UUID
     report_type: ReportType
@@ -25,9 +24,7 @@ class ReportOut(BaseModel):
     version: int
     created_at: datetime
 
-    model_config = {"from_attributes": True}
 
-
-class ReportListOut(BaseModel):
+class ReportListOut(CamelModel):
     items: list[ReportOut]
     total: int

backend/app/schemas/transaction.py

@@ -1,13 +1,12 @@
 from datetime import datetime
 from uuid import UUID
 
-from pydantic import BaseModel
-
 from app.models.evidence_image import SourceApp
 from app.models.transaction import Direction
+from app.schemas.base import CamelModel
 
 
-class TransactionOut(BaseModel):
+class TransactionOut(CamelModel):
     id: UUID
     case_id: UUID
     source_app: SourceApp
@@ -25,21 +24,19 @@ class TransactionOut(BaseModel):
     is_duplicate: bool
     is_transit: bool
 
-    model_config = {"from_attributes": True}
 
-
-class TransactionListOut(BaseModel):
+class TransactionListOut(CamelModel):
     items: list[TransactionOut]
     total: int
 
 
-class FlowNodeOut(BaseModel):
+class FlowNodeOut(CamelModel):
     id: str
     label: str
     type: str
 
 
-class FlowEdgeOut(BaseModel):
+class FlowEdgeOut(CamelModel):
     source: str
     target: str
     amount: float
@@ -47,6 +44,6 @@ class FlowEdgeOut(BaseModel):
     trade_time: str
 
 
-class FlowGraphOut(BaseModel):
+class FlowGraphOut(CamelModel):
     nodes: list[FlowNodeOut]
     edges: list[FlowEdgeOut]