labor-arbitration-system/backend/app/services/profile_builder.py

from typing import Any


class CaseProfileBuilder:
    @staticmethod
    def build_profile(elements: dict[str, Any]) -> dict[str, Any]:
        cause = elements.get("case_cause", {})
        facts = elements.get("facts", {})
        claims = elements.get("claims", {})
        laws = elements.get("laws", [])

        profile = {
            "legal_dimension": {
                "dispute_focus": cause.get("type", "未识别"),
                "laws_count": len(laws),
                "laws": laws,
            },
            "fact_dimension": {
                "fact_clarity_score": 70 if facts else 30,
                "evidence_completeness_score": 65,
                "key_facts": facts,
            },
            "risk_dimension": {
                "claim_support_probability": 0.62 if claims else 0.35,
                "conflict_escalation_level": "中" if facts else "高",
            },
            "tags": [
                cause.get("type", "劳动争议"),
                "工资争议" if "工资" in str(cause) else "综合争议",
                "证据待补强" if len(laws) < 2 else "法条较充分",
            ],
        }
        return profile