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+from app.utils.scheme import CardDetailResponse, ImageType
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+from app.core.logger import get_logger
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+from typing import List
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+
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+logger = get_logger(__name__)
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+
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+
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+def card_score_calculate(card_data: dict, images: List) -> CardDetailResponse:
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+ card_data["detection_score"] = None
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+ card_data["modified_score"] = None
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+ card_data["detection_score_detail"] = {}
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+ card_data["modified_score_detail"] = {}
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+ if len(images) == 4:
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+ try:
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+ # ---------- detection_score ----------
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+ detection_score = 10.0
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+ detection_center_score = 10.0
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+ detection_corner_score = 10.0
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+ detection_edge_score = 10.0
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+ detection_face_score = 10.0
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+ for img in images:
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+ try:
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+ # 总分的计算
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+ add_val = img.detection_json.get("result", {}).get("_used_compute_deduct_score", 0)
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+ detection_score += float(add_val or 0)
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+
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+ # 累加不同类型的扣分项
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+ if img.image_type == ImageType.front_edge:
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+ center_reduct_val = img.detection_json.get("result", {}).get("center_result", {}).get(
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+ "deduct_score", 0)
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+ corner_reduct_val = img.detection_json.get("result", {}).get("defect_result", {}).get(
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+ "front_corner_deduct_score", 0)
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+ edge_reduct_val = img.detection_json.get("result", {}).get("defect_result", {}).get(
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+ "front_edge_deduct_score", 0)
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+
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+ detection_center_score += float(center_reduct_val or 0)
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+ detection_corner_score += float(corner_reduct_val or 0)
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+ detection_edge_score += float(edge_reduct_val or 0)
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+ elif img.image_type == ImageType.back_edge:
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+ center_reduct_val = img.detection_json.get("result", {}).get("center_result", {}).get(
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+ "deduct_score", 0
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+ )
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+ corner_reduct_val = img.detection_json.get("result", {}).get("defect_result", {}).get(
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+ "back_corner_deduct_score", 0)
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+ edge_reduct_val = img.detection_json.get("result", {}).get("defect_result", {}).get(
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+ "back_edge_deduct_score", 0)
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+
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+ detection_center_score += float(center_reduct_val or 0)
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+ detection_corner_score += float(corner_reduct_val or 0)
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+ detection_edge_score += float(edge_reduct_val or 0)
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+ elif img.image_type == ImageType.front_face:
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+ face_reduct_val = img.detection_json.get("result", {}).get("defect_result", {}).get(
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+ "front_face_deduct_score", 0)
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+
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+ detection_face_score += float(face_reduct_val or 0)
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+ elif img.image_type == ImageType.back_face:
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+ face_reduct_val = img.detection_json.get("result", {}).get("defect_result", {}).get(
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+ "back_face_deduct_score", 0)
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+
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+ detection_face_score += float(face_reduct_val or 0)
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+
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+ except Exception as e:
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+ logger.warning(f"解析 detection_json 分数失败 (image_id={img.id}): {e}")
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+ card_data["detection_score"] = detection_score
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+ card_data["detection_score_detail"]["detection_center_score"] = detection_center_score
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+ card_data["detection_score_detail"]["detection_corner_score"] = detection_corner_score
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+ card_data["detection_score_detail"]["detection_edge_score"] = detection_edge_score
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+ card_data["detection_score_detail"]["detection_face_score"] = detection_face_score
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+
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+ # ---------- modified_score ----------
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+ modified_score = 10.0
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+ modified_center_score = 10.0
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+ modified_corner_score = 10.0
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+ modified_edge_score = 10.0
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+ modified_face_score = 10.0
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+
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+ all_modified_none = all(img.modified_json is None for img in images)
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+ if not all_modified_none:
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+
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+ for img in images:
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+ src = img.modified_json if img.modified_json is not None else img.detection_json
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+ try:
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+ # 总分的计算
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+ add_val = src.get("result", {}).get("_used_compute_deduct_score", 0)
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+ modified_score += float(add_val or 0)
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+
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+ # 累加不同修改后数据类型的扣分项
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+ if img.image_type == ImageType.front_edge:
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+ center_reduct_val = src.get("result", {}).get("center_result", {}).get(
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+ "deduct_score", 0)
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+ corner_reduct_val = src.get("result", {}).get("defect_result", {}).get(
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+ "front_corner_deduct_score", 0)
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+ edge_reduct_val = src.get("result", {}).get("defect_result", {}).get(
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+ "front_edge_deduct_score", 0)
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+
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+ modified_center_score += float(center_reduct_val or 0)
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+ modified_corner_score += float(corner_reduct_val or 0)
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+ modified_edge_score += float(edge_reduct_val or 0)
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+ elif img.image_type == ImageType.back_edge:
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+ center_reduct_val = src.get("result", {}).get("center_result", {}).get(
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+ "deduct_score", 0
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+ )
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+ corner_reduct_val = src.get("result", {}).get("defect_result", {}).get(
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+ "back_corner_deduct_score", 0)
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+ edge_reduct_val = src.get("result", {}).get("defect_result", {}).get(
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+ "back_edge_deduct_score", 0)
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+
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+ modified_center_score += float(center_reduct_val or 0)
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+ modified_corner_score += float(corner_reduct_val or 0)
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+ modified_edge_score += float(edge_reduct_val or 0)
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+ elif img.image_type == ImageType.front_face:
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+ face_reduct_val = src.get("result", {}).get("defect_result", {}).get(
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+ "front_face_deduct_score", 0)
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+
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+ modified_face_score += float(face_reduct_val or 0)
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+ elif img.image_type == ImageType.back_face:
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+ face_reduct_val = src.get("result", {}).get("defect_result", {}).get(
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+ "back_face_deduct_score", 0)
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+
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+ modified_face_score += float(face_reduct_val or 0)
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+
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+ except Exception as e:
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+ logger.warning(f"解析 modified_json 分数失败 (image_id={img.id}): {e}")
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+ card_data["modified_score"] = modified_score
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+
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+ card_data["modified_score_detail"]["modified_center_score"] = modified_center_score
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+ card_data["modified_score_detail"]["modified_corner_score"] = modified_corner_score
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+ card_data["modified_score_detail"]["modified_edge_score"] = modified_edge_score
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+ card_data["modified_score_detail"]["modified_face_score"] = modified_face_score
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+ else:
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+ card_data["modified_score"] = None
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+ card_data["modified_score_detail"]["modified_center_score"] = None
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+ card_data["modified_score_detail"]["modified_corner_score"] = None
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+ card_data["modified_score_detail"]["modified_edge_score"] = None
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+ card_data["modified_score_detail"]["modified_face_score"] = None
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+
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+ except Exception as e:
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+ logger.error(f"计算分数过程异常: {e}")
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+
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+ # 组合成最终响应
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+ card_response = CardDetailResponse.model_validate(card_data)
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+ card_response.images = images
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+
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+ return card_response
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