Files
httprunner.py/httprunner/parser.py
2025-02-05 21:32:44 +08:00

607 lines
20 KiB
Python

import ast
import builtins
import os
import re
from typing import Any, Callable, Dict, List, Set, Text
from urllib.parse import urlparse
from loguru import logger
from httprunner import exceptions, loader, utils
from httprunner.models import FunctionsMapping, VariablesMapping
# use $$ to escape $ notation
dolloar_regex_compile = re.compile(r"\$\$")
# variable notation, e.g. ${var} or $var
# variable should start with a-zA-Z_
variable_regex_compile = re.compile(r"\$\{([a-zA-Z_]\w*)\}|\$([a-zA-Z_]\w*)")
# function notation, e.g. ${func1($var_1, $var_3)}
function_regex_compile = re.compile(r"\$\{([a-zA-Z_]\w*)\(([\$\w\.\-/\s=,]*)\)\}")
def parse_string_value(str_value: Text) -> Any:
"""parse string to number if possible
e.g. "123" => 123
"12.2" => 12.3
"abc" => "abc"
"$var" => "$var"
"""
try:
return ast.literal_eval(str_value)
except ValueError:
return str_value
except SyntaxError:
# e.g. $var, ${func}
return str_value
def build_url(base_url, step_url):
"""prepend url with base_url unless it's already an absolute URL"""
o_step_url = urlparse(step_url)
if o_step_url.netloc != "":
# step url is absolute url
return step_url
# step url is relative, based on base url
o_base_url = urlparse(base_url)
if o_base_url.netloc == "":
# missed base url
raise exceptions.ParamsError("base url missed!")
path = o_base_url.path.rstrip("/") + "/" + o_step_url.path.lstrip("/")
o_step_url = (
o_step_url._replace(scheme=o_base_url.scheme)
._replace(netloc=o_base_url.netloc)
._replace(path=path)
)
return o_step_url.geturl()
def regex_findall_variables(raw_string: Text) -> List[Text]:
"""extract all variable names from content, which is in format $variable
Args:
raw_string (str): string content
Returns:
list: variables list extracted from string content
Examples:
>>> regex_findall_variables("$variable")
["variable"]
>>> regex_findall_variables("/blog/$postid")
["postid"]
>>> regex_findall_variables("/$var1/$var2")
["var1", "var2"]
>>> regex_findall_variables("abc")
[]
"""
try:
match_start_position = raw_string.index("$", 0)
except ValueError:
return []
vars_list = []
while match_start_position < len(raw_string):
# Notice: notation priority
# $$ > $var
# search $$
dollar_match = dolloar_regex_compile.match(raw_string, match_start_position)
if dollar_match:
match_start_position = dollar_match.end()
continue
# search variable like ${var} or $var
var_match = variable_regex_compile.match(raw_string, match_start_position)
if var_match:
var_name = var_match.group(1) or var_match.group(2)
vars_list.append(var_name)
match_start_position = var_match.end()
continue
curr_position = match_start_position
try:
# find next $ location
match_start_position = raw_string.index("$", curr_position + 1)
except ValueError:
# break while loop
break
return vars_list
def regex_findall_functions(content: Text) -> List[Text]:
"""extract all functions from string content, which are in format ${fun()}
Args:
content (str): string content
Returns:
list: functions list extracted from string content
Examples:
>>> regex_findall_functions("${func(5)}")
["func(5)"]
>>> regex_findall_functions("${func(a=1, b=2)}")
["func(a=1, b=2)"]
>>> regex_findall_functions("/api/1000?_t=${get_timestamp()}")
["get_timestamp()"]
>>> regex_findall_functions("/api/${add(1, 2)}")
["add(1, 2)"]
>>> regex_findall_functions("/api/${add(1, 2)}?_t=${get_timestamp()}")
["add(1, 2)", "get_timestamp()"]
"""
try:
return function_regex_compile.findall(content)
except TypeError as ex:
logger.error(f"regex findall functions error: {ex}")
return []
def extract_variables(content: Any) -> Set:
"""extract all variables in content recursively."""
if isinstance(content, (list, set, tuple)):
variables = set()
for item in content:
variables = variables | extract_variables(item)
return variables
elif isinstance(content, dict):
variables = set()
for key, value in content.items():
variables = variables | extract_variables(value)
return variables
elif isinstance(content, str):
return set(regex_findall_variables(content))
return set()
def parse_function_params(params: Text) -> Dict:
"""parse function params to args and kwargs.
Args:
params (str): function param in string
Returns:
dict: function meta dict
{
"args": [],
"kwargs": {}
}
Examples:
>>> parse_function_params("")
{'args': [], 'kwargs': {}}
>>> parse_function_params("5")
{'args': [5], 'kwargs': {}}
>>> parse_function_params("1, 2")
{'args': [1, 2], 'kwargs': {}}
>>> parse_function_params("a=1, b=2")
{'args': [], 'kwargs': {'a': 1, 'b': 2}}
>>> parse_function_params("1, 2, a=3, b=4")
{'args': [1, 2], 'kwargs': {'a':3, 'b':4}}
"""
function_meta = {"args": [], "kwargs": {}}
params_str = params.strip()
if params_str == "":
return function_meta
args_list = params_str.split(",")
for arg in args_list:
arg = arg.strip()
if "=" in arg:
key, value = arg.split("=")
function_meta["kwargs"][key.strip()] = parse_string_value(value.strip())
else:
function_meta["args"].append(parse_string_value(arg))
return function_meta
def get_mapping_variable(
variable_name: Text, variables_mapping: VariablesMapping
) -> Any:
"""get variable from variables_mapping.
Args:
variable_name (str): variable name
variables_mapping (dict): variables mapping
Returns:
mapping variable value.
Raises:
exceptions.VariableNotFound: variable is not found.
"""
# TODO: get variable from debugtalk module and environ
try:
return variables_mapping[variable_name]
except KeyError:
raise exceptions.VariableNotFound(
f"{variable_name} not found in {variables_mapping}"
)
def get_mapping_function(
function_name: Text, functions_mapping: FunctionsMapping
) -> Callable:
"""get function from functions_mapping,
if not found, then try to check if builtin function.
Args:
function_name (str): function name
functions_mapping (dict): functions mapping
Returns:
mapping function object.
Raises:
exceptions.FunctionNotFound: function is neither defined in debugtalk.py nor builtin.
"""
if function_name in functions_mapping:
return functions_mapping[function_name]
elif function_name in ["parameterize", "P"]:
return loader.load_csv_file
elif function_name in ["environ", "ENV"]:
return utils.get_os_environ
elif function_name in ["multipart_encoder", "multipart_content_type"]:
# extension for upload test
from httprunner.ext import uploader
return getattr(uploader, function_name)
try:
# check if HttpRunner builtin functions
built_in_functions = loader.load_builtin_functions()
return built_in_functions[function_name]
except KeyError:
pass
try:
# check if Python builtin functions
return getattr(builtins, function_name)
except AttributeError:
pass
raise exceptions.FunctionNotFound(f"{function_name} is not found.")
def parse_string(
raw_string: Text,
variables_mapping: VariablesMapping,
functions_mapping: FunctionsMapping,
) -> Any:
"""parse string content with variables and functions mapping.
Args:
raw_string: raw string content to be parsed.
variables_mapping: variables mapping.
functions_mapping: functions mapping.
Returns:
str: parsed string content.
Examples:
>>> raw_string = "abc${add_one($num)}def"
>>> variables_mapping = {"num": 3}
>>> functions_mapping = {"add_one": lambda x: x + 1}
>>> parse_string(raw_string, variables_mapping, functions_mapping)
"abc4def"
"""
try:
match_start_position = raw_string.index("$", 0)
parsed_string = raw_string[0:match_start_position]
except ValueError:
parsed_string = raw_string
return parsed_string
while match_start_position < len(raw_string):
# Notice: notation priority
# $$ > ${func($a, $b)} > $var
# search $$
dollar_match = dolloar_regex_compile.match(raw_string, match_start_position)
if dollar_match:
match_start_position = dollar_match.end()
parsed_string += "$"
continue
# search function like ${func($a, $b)}
func_match = function_regex_compile.match(raw_string, match_start_position)
if func_match:
func_name = func_match.group(1)
func = get_mapping_function(func_name, functions_mapping)
func_params_str = func_match.group(2)
function_meta = parse_function_params(func_params_str)
args = function_meta["args"]
kwargs = function_meta["kwargs"]
parsed_args = parse_data(args, variables_mapping, functions_mapping)
parsed_kwargs = parse_data(kwargs, variables_mapping, functions_mapping)
try:
func_eval_value = func(*parsed_args, **parsed_kwargs)
except Exception as ex:
logger.error(
f"call function error:\n"
f"func_name: {func_name}\n"
f"args: {parsed_args}\n"
f"kwargs: {parsed_kwargs}\n"
f"{type(ex).__name__}: {ex}"
)
raise
func_raw_str = "${" + func_name + f"({func_params_str})" + "}"
if func_raw_str == raw_string:
# raw_string is a function, e.g. "${add_one(3)}", return its eval value directly
return func_eval_value
# raw_string contains one or many functions, e.g. "abc${add_one(3)}def"
parsed_string += str(func_eval_value)
match_start_position = func_match.end()
continue
# search variable like ${var} or $var
var_match = variable_regex_compile.match(raw_string, match_start_position)
if var_match:
var_name = var_match.group(1) or var_match.group(2)
var_value = get_mapping_variable(var_name, variables_mapping)
if f"${var_name}" == raw_string or "${" + var_name + "}" == raw_string:
# raw_string is a variable, $var or ${var}, return its value directly
return var_value
# raw_string contains one or many variables, e.g. "abc${var}def"
parsed_string += str(var_value)
match_start_position = var_match.end()
continue
curr_position = match_start_position
try:
# find next $ location
match_start_position = raw_string.index("$", curr_position + 1)
remain_string = raw_string[curr_position:match_start_position]
except ValueError:
remain_string = raw_string[curr_position:]
# break while loop
match_start_position = len(raw_string)
parsed_string += remain_string
return parsed_string
def parse_data(
raw_data: Any,
variables_mapping: VariablesMapping = None,
functions_mapping: FunctionsMapping = None,
) -> Any:
"""parse raw data with evaluated variables mapping.
Notice: variables_mapping should not contain any variable or function.
"""
if isinstance(raw_data, str):
# content in string format may contains variables and functions
variables_mapping = variables_mapping or {}
functions_mapping = functions_mapping or {}
# only strip whitespaces and tabs, \n\r is left because they maybe used in changeset
raw_data = raw_data.strip(" \t")
return parse_string(raw_data, variables_mapping, functions_mapping)
elif isinstance(raw_data, (list, set, tuple)):
return [
parse_data(item, variables_mapping, functions_mapping) for item in raw_data
]
elif isinstance(raw_data, dict):
parsed_data = {}
for key, value in raw_data.items():
parsed_key = parse_data(key, variables_mapping, functions_mapping)
parsed_value = parse_data(value, variables_mapping, functions_mapping)
parsed_data[parsed_key] = parsed_value
return parsed_data
else:
# other types, e.g. None, int, float, bool
return raw_data
def parse_variables_mapping(
variables_mapping: VariablesMapping, functions_mapping: FunctionsMapping = None
) -> VariablesMapping:
parsed_variables: VariablesMapping = {}
while len(parsed_variables) != len(variables_mapping):
for var_name in variables_mapping:
if var_name in parsed_variables:
continue
var_value = variables_mapping[var_name]
variables = extract_variables(var_value)
# check if reference variable itself
if var_name in variables:
# e.g.
# variables_mapping = {"token": "abc$token"}
# variables_mapping = {"key": ["$key", 2]}
raise exceptions.VariableNotFound(var_name)
# check if reference variable not in variables_mapping
not_defined_variables = [
v_name for v_name in variables if v_name not in variables_mapping
]
if not_defined_variables:
# e.g. {"varA": "123$varB", "varB": "456$varC"}
# e.g. {"varC": "${sum_two($a, $b)}"}
raise exceptions.VariableNotFound(not_defined_variables)
try:
parsed_value = parse_data(
var_value, parsed_variables, functions_mapping
)
except exceptions.VariableNotFound:
continue
parsed_variables[var_name] = parsed_value
return parsed_variables
def parse_parameters(
parameters: Dict,
) -> List[Dict]:
"""parse parameters and generate cartesian product.
Args:
parameters (Dict) parameters: parameter name and value mapping
parameter value may be in three types:
(1) data list, e.g. ["iOS/10.1", "iOS/10.2", "iOS/10.3"]
(2) call built-in parameterize function, "${parameterize(account.csv)}"
(3) call custom function in debugtalk.py, "${gen_app_version()}"
Returns:
list: cartesian product list
Examples:
>>> parameters = {
"user_agent": ["iOS/10.1", "iOS/10.2", "iOS/10.3"],
"username-password": "${parameterize(account.csv)}",
"app_version": "${gen_app_version()}",
}
>>> parse_parameters(parameters)
"""
parsed_parameters_list: List[List[Dict]] = []
# load project_meta functions
project_meta = loader.load_project_meta(os.getcwd())
functions_mapping = project_meta.functions
for parameter_name, parameter_content in parameters.items():
parameter_name_list = parameter_name.split("-")
if isinstance(parameter_content, List):
# (1) data list
# e.g. {"app_version": ["2.8.5", "2.8.6"]}
# => [{"app_version": "2.8.5", "app_version": "2.8.6"}]
# e.g. {"username-password": [["user1", "111111"], ["test2", "222222"]}
# => [{"username": "user1", "password": "111111"}, {"username": "user2", "password": "222222"}]
parameter_content_list: List[Dict] = []
for parameter_item in parameter_content:
if not isinstance(parameter_item, (list, tuple)):
# "2.8.5" => ["2.8.5"]
parameter_item = [parameter_item]
# ["app_version"], ["2.8.5"] => {"app_version": "2.8.5"}
# ["username", "password"], ["user1", "111111"] => {"username": "user1", "password": "111111"}
parameter_content_dict = dict(zip(parameter_name_list, parameter_item))
parameter_content_list.append(parameter_content_dict)
elif isinstance(parameter_content, Text):
# (2) & (3)
parsed_parameter_content: List = parse_data(
parameter_content, {}, functions_mapping
)
if not isinstance(parsed_parameter_content, List):
raise exceptions.ParamsError(
f"parameters content should be in List type, got {parsed_parameter_content} for {parameter_content}"
)
parameter_content_list: List[Dict] = []
for parameter_item in parsed_parameter_content:
if isinstance(parameter_item, Dict):
# get subset by parameter name
# {"app_version": "${gen_app_version()}"}
# gen_app_version() => [{'app_version': '2.8.5'}, {'app_version': '2.8.6'}]
# {"username-password": "${get_account()}"}
# get_account() => [
# {"username": "user1", "password": "111111"},
# {"username": "user2", "password": "222222"}
# ]
parameter_dict: Dict = {
key: parameter_item[key] for key in parameter_name_list
}
elif isinstance(parameter_item, (List, tuple)):
if len(parameter_name_list) == len(parameter_item):
# {"username-password": "${get_account()}"}
# get_account() => [("user1", "111111"), ("user2", "222222")]
parameter_dict = dict(zip(parameter_name_list, parameter_item))
else:
raise exceptions.ParamsError(
f"parameter names length are not equal to value length.\n"
f"parameter names: {parameter_name_list}\n"
f"parameter values: {parameter_item}"
)
elif len(parameter_name_list) == 1:
# {"user_agent": "${get_user_agent()}"}
# get_user_agent() => ["iOS/10.1", "iOS/10.2"]
# parameter_dict will get: {"user_agent": "iOS/10.1", "user_agent": "iOS/10.2"}
parameter_dict = {parameter_name_list[0]: parameter_item}
else:
raise exceptions.ParamsError(
f"Invalid parameter names and values:\n"
f"parameter names: {parameter_name_list}\n"
f"parameter values: {parameter_item}"
)
parameter_content_list.append(parameter_dict)
else:
raise exceptions.ParamsError(
f"parameter content should be List or Text(variables or functions call), got {parameter_content}"
)
parsed_parameters_list.append(parameter_content_list)
return utils.gen_cartesian_product(*parsed_parameters_list)
class Parser(object):
def __init__(self, functions_mapping: FunctionsMapping = None) -> None:
self.functions_mapping = functions_mapping
def parse_string(
self, raw_string: Text, variables_mapping: VariablesMapping
) -> Any:
return parse_string(raw_string, variables_mapping, self.functions_mapping)
def parse_variables(self, variables_mapping: VariablesMapping) -> VariablesMapping:
return parse_variables_mapping(variables_mapping, self.functions_mapping)
def parse_data(
self, raw_data: Any, variables_mapping: VariablesMapping = None
) -> Any:
return parse_data(raw_data, variables_mapping, self.functions_mapping)
def get_mapping_function(self, func_name: Text) -> Callable:
return get_mapping_function(func_name, self.functions_mapping)