guarantee-admin-api-v0.2/Utils/CommonUtil.py

import os
import yaml


def sub_dict(param1, param2):
    """
    获取字典的子集
    Parameters:
        param1: 原字典
        param2: 子集字段
    Returns:
        子集
    """
    return dict((key, value) for key, value in param1.items() if key in param2)


def df_iterrows(param):
    """
    按行以数组形式返回DataFrame的index、data
    Parameters:
        param: DataFrame 某个df对象
    Returns:
        result: list 遍历df对象每行数据，包括index
    """
    result = []
    for row in param.iterrows():
        index, data = row
        result.append([index] + data.tolist())
    return result


def get_attr(_dict_, _keys_, **kwargs):
    """
    获取字典属性值
    若发生了键值异常或类型异常,则返回设置的默认值
    若没有默认值,则返回None
    """
    value = kwargs['default'] if kwargs.__contains__('default') else None
    try:
        text = "_dict_"
        for _key_ in _keys_:
            text = text + "['{}']".format(_key_)
        value = eval(text)
    except KeyError:
        pass
    except TypeError:
        pass
    return value


def trans_fields_name(_dict_, names1, names2):
    """
    替换字典键值名称
    _dict_: 替换字典
    names1: 原字典键值
    names2: 新字典键值
    """

    for i in range(len(names1)):
        _dict_[names2[i]] = _dict_.pop(names1[i])

    return _dict_


def get_yaml(**kwargs):
    file_rel_path = kwargs['file_rel_path']
    file_path = os.path.abspath(os.path.dirname(__file__))
    index = file_path.find('Utils')
    if index != -1:
        abs_path_root = file_path[:index]
        file_abs_path = os.path.abspath(abs_path_root + '/Modules/' + file_rel_path)
        doc_yaml = open(file_abs_path, 'r', encoding="utf-8").read()
        return yaml.full_load(doc_yaml)