apitest_unittest/common/data_analysis/dependent_parameter.py

131 lines
5.5 KiB
Python

#!/usr/bin/env python
# encoding: utf-8
"""
@author: kira
@contact: 262667641@qq.com
@file: dependent_parameter.py
@time: 2023/3/24 10:32
@desc:
"""
import json
from common.data_analysis.data_extractor import DataExtractor
from common.utils.exceptions import ParameterExtractionError, ResponseJsonConversionError
# from common.utils.exceptions import logger
class DependentParameter(DataExtractor):
"""数据更换"""
def __init__(self):
super().__init__()
def replace_dependent_parameter(self, json_string):
"""
替换字符串中的关联参数,并返回转化后的字典格式。
Args:
json_string: 包含接口参数的字符串
Returns:转换后的字典或原始字符串
"""
def execute_method_chain(obj, methods, args=None):
"""处理参数为调用链的函数"""
if not methods:
if args and args[0]:
return obj(*args) if callable(obj) else obj
return obj() if callable(obj) else obj
method_name, *remaining_methods = methods
if hasattr(obj(), method_name) and callable(getattr(obj(), method_name)):
method = getattr(obj(), method_name)
return execute_method_chain(method(), remaining_methods)
return None
def get_method_call_and_method_names(strings):
"""获取方法命名及参数列表"""
first_method_call_match = self.FUNCTION_CALL_MATCHER.search(strings)
if first_method_call_match:
first_method_call = "{{" + f'{first_method_call_match.group()}'.split("(")[0] + "()" + "}}"
first_fun = first_method_call_match.group()
args_string = self.ARGS_MATCHER.search(first_method_call_match.group())
# 获取字符串参数
args_list = args_string.group(1).split(',') if args_string else []
else:
raise ParameterExtractionError(strings, "在关联参数表中查询不到,请检查关联参数字段提取及填写是否正常")
# raise ValueError(f"函数写法错误:无法匹配函数调用格式,字符串为:{strings}")
remaining_method_names = self.METHOD_NAME_MATCHER.findall(strings)
return first_fun, first_method_call, remaining_method_names, args_list
if not json_string:
return json_string
json_string = json.dumps(json_string) if isinstance(json_string, (dict, list)) else json_string
while self.PARAMETER_MATCHER.search(json_string):
if self.FUNCTION_CHAIN_MATCHER.search(json_string):
# 匹配调用链
function_pattern = self.FUNCTION_CHAIN_MATCHER.search(json_string).group()
function_with_args, key, remaining_methods, args = get_method_call_and_method_names(function_pattern)
if key in self.get_environments().keys():
obj = self.get_environments(key)
obj = execute_method_chain(obj, remaining_methods, args=args)
json_string = json_string.replace(function_pattern, str(obj))
else:
ParameterExtractionError(key, "在关联参数表中查询不到,请检查关联参数字段提取及填写是否正常")
break
else:
key = self.PARAMETER_MATCHER.search(json_string)
if "[" and "]" in key.group():
index = int(key.group(2))
k = self.PARAMETER_PATTERN.search(key.group()).group()
else:
index = ""
k = key.group()
if k in self.get_environments().keys():
obj = self.get_environments(k)[index] if isinstance(index, int) else self.get_environments(k)
json_string = json_string.replace(key.group(), str(obj))
else:
ParameterExtractionError(key, "在关联参数表中查询不到,请检查关联参数字段提取及填写是否正常")
break
json_string = json_string.replace("True", "true").replace("False", "false")
if self.BRACE_MATCHER.search(json_string) and not self.FUNCTION_CHAIN_MATCHER.search(json_string):
try:
json_string = json.loads(json_string)
except json.JSONDecodeError as e:
ResponseJsonConversionError(json_string, e)
return json_string
if __name__ == '__main__':
from common.validation import loaders
from common import bif_functions
loader = loaders.Loaders()
dps = {
"{{var_a}}": "foo",
"{{var_c}}": 123,
"{{var_d}}": None,
"{{var_e_1}}": True,
"{{var_e_2}}": "bar",
"{{var_f}}": ["baz", False],
"{{var_g}}": {'g': 'gg', 'g1': 'gg', 'g2': 'gg2'}
}
loader.set_environments(dps)
loader.set_bif_fun(bif_functions)
dat = {
"a": "{{var_a}}",
"b": {"c": "{{var_c}}", "d": "{{var_d}}", "e": ["{{var_e_1}}", "{{var_e_2}}"]},
"f": "{{var_f}}[1]",
"g": "{{var_g}}",
"t": "{{get_timestamp()}}",
"fk": "{{fk().email()}}",
"ft": "{{fk().ean(length=13)}}",
"st": "{{ms_fmt_hms(2000)}}",
"time": "{{random_id_card()}}",
"gen_random_num": "{{gen_random_num(5)}}",
"x":'{"a":"b","c":"{{get_timestamp()}}"}'
}
ret = loader.replace_dependent_parameter(dat)
print(ret)