api-datamanager/Modules/Models/SModels/SModelsObj.py

from Utils.ObjUtil import SpecObject
from Utils.ValidateUtil import ValidateAttr, Validate


class ScoreModelObj(SpecObject):
    """打分模型"""

    class LevelSetting(SpecObject):
        """级别设置"""
        level = ValidateAttr(field='level', type=str)
        score = ValidateAttr(field='score', type=[int, float])
        position = ValidateAttr(field='position', type=[int, float])

        fields_map = {
            "level": "级别",
            "score": "得分",
            "position": "分位"
        }

    class Dimension(SpecObject):
        """维度"""

        class FirstIndex(SpecObject):
            """一级指标"""

            class SecondaryIndex(SpecObject):
                """二级指标"""

                class ScoreSetting(SpecObject):
                    """打分设置"""
                    pattern = ValidateAttr(field="pattern", type=str)
                    interval = ValidateAttr(field="interval", type=list)
                    score_position = ValidateAttr(field="score_position", type=list)

                    fields_map = {
                        "pattern": "模式",
                        "interval": "区间",
                        "score_position": "打分位"
                    }

                standard_score = ValidateAttr(field="standard_score", type=str)
                score_setting = ValidateAttr(field="score_setting", type=ScoreSetting)
                name = ValidateAttr(field="name", type=str)

                fields_map = {
                    "standard_score": "标准分",
                    "score_setting": "打分设置",
                    "name": "指标名称"
                }

            name = ValidateAttr(field="name", type=str)
            secondary_index = ValidateAttr(field="secondary_index", instance_list=SecondaryIndex)

            fields_map = {
                "name": "指标名称",
                "secondary_index": "二级指标"
            }

        name = ValidateAttr(field="name", type=str)
        first_index = ValidateAttr(field="first_index", instance_list=FirstIndex)

        fields_map = {
            "name": "维度名称",
            "first_index": "一级指标"
        }

    model_name = ValidateAttr(field="model_name", type=str)
    level_setting = ValidateAttr(field="level_setting", instance_list=LevelSetting)
    dimension = ValidateAttr(field="dimension", instance_list=Dimension)
    author = ValidateAttr(field="author", type=str)
    edit_date = ValidateAttr(field="edit_date", func=Validate.date_format)
    tags = ValidateAttr(field="tags", type=list)
    status = ValidateAttr(field="status", type=str, in_list=['normal', 'lock'])

    fields_map = {
        "model_name": "模型名称",
        "level_setting": "级别设置",
        "dimension": "维度",
        "author": "作者",
        "date": "日期",
        "tags": "标签",
        "status": "状态"
    }


class ScoreIndexObj(SpecObject):
    """打分指标"""
    class BindSet(SpecObject):
        """构建模型"""
        class Params(SpecObject):
            """传入参数"""
            param = ValidateAttr(field="param", type=str)
            describe = ValidateAttr(field="describe", type=str)
            data_bind = ValidateAttr(field="data_bind", type=[int, float])

            fields_map = {
                "param": "参数",
                "describe": "说明",
                "data_bind": "数据绑定"
            }

        type = ValidateAttr(field='type', type=str)
        name = ValidateAttr(field='name', type=str)
        params = ValidateAttr(field='params', type=Params)

        fields_map = {
            "type": "类型",
            "name": "名称",
            "params": "传入参数"
        }

    index_name = ValidateAttr(field="index_name", type=str)
    bind_set = ValidateAttr(field="bind_set", type=BindSet)

    fields_map = {
        "index_name": "指标名称",
        "bind_set": "绑定设置"
    }