import os import yaml import random import time class CommonUtils(object): @staticmethod def get_current_time(): """获取当前时间""" return time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()) @staticmethod def random_code(length): """生成随机编码""" choices = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789' code = '' for i in range(length): code += random.choice(choices) return code 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) def make_multistage_update_body(input_dict): def get_dict_keys(_dict_): if isinstance(_dict_, dict): for key in _dict_.keys(): if isinstance(_dict_[key], dict): get_dict_keys(_dict_[key]) update_keys.append(key) return update_keys def get_dict_value(data, keys): keys_list = keys.split('.') if isinstance(data, dict): for key in keys_list: values = data.get(key) data = values return data try: update_key = '' update_keys = [] get_dict_keys(input_dict) update_keys.reverse() floor = len(update_keys) for i in range(floor): if i == floor - 1: update_key = update_key + update_keys[i] else: update_key = update_key + update_keys[i] + '.' update_value = get_dict_value(input_dict, update_key) return {update_key: update_value} except Exception: return None