from typing import Dict


def format_agent_profile(profile: Dict) -> str:
    fields = [
        ('name', '名字'),
        ('gender', '性别'),
        ('age', '年龄'),
        ('region', '所在地'),
        ('previous_location', '之前所在地'),
        ('education', '学历'),
        ('occupation', '职业'),
        ('work_experience', '工作经历'),
        ('family_members', '家庭成员'),
        ('family_occupation', '家庭成员职业')
    ]
    strings_to_join = []
    for field in fields:
        if not profile.get(field[0], None):
            continue
        cur_string = f"- {field[1]}：{profile[field[0]]}"
        strings_to_join.append(cur_string)
    return "\n".join(strings_to_join)

def format_user_profile(profile: Dict) -> str:
    """
    :param profile:
    :return: formatted string.
    example:
    - 微信昵称：{nickname}
    - 姓名：{name}
    - 头像：{avatar}
    - 偏好的称呼：{preferred_nickname}
    - 年龄：{age}
    - 地区：{region}
    - 健康状况：{health_conditions}
    - 用药信息：{medications}
    - 兴趣爱好：{interests}
    """
    fields = [
        ('nickname', '微信昵称'),
        ('preferred_nickname', '希望对其的称呼'),
        ('name', '姓名'),
        ('avatar', '头像'),
        ('gender', '性别'),
        ('age', '年龄'),
        ('region', '地区'),
        ('health_conditions', '健康状况'),
        ('interests', '兴趣爱好'),
        ('interaction_frequency', '联系频率'),
        ('flexible_params', '动态特征'),
    ]
    strings_to_join = []
    for field in fields:
        value = profile.get(field[0], None)
        if not value:
            continue
        if isinstance(value, list):
            value = '，'.join(value)
        elif isinstance(value, dict):
            value = '；'.join(f"{k}: {v}" for k, v in value.items())
        else:
            value = profile[field[0]]
        cur_string = f"- {field[1]}：{value}"
        strings_to_join.append(cur_string)
    return "\n".join(strings_to_join)