# encoding: utf-8
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import ast
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import logging
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import re
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# from loguru import logger
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import logging
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from httprunner import exceptions, utils
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from httprunner.compat import basestring, builtin_str, numeric_types, str
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variable_regexp = r"\$([\w_]+)"
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function_regexp = r"\$\{([\w_]+\([\$\w\.\-/_ =,]*\))\}"
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function_regexp_compile = re.compile(r"^([\w_]+)\(([\$\w\.\-/_ =,]*)\)$")
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# use $$ to escape $ notation
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dolloar_regex_compile = re.compile(r"\$\$")
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# variable notation, e.g. ${var} or $var
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variable_regex_compile = re.compile(r"\$\{(\w+)\}|\$(\w+)")
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# function notation, e.g. ${func1($var_1, $var_3)}
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function_regex_compile = re.compile(r"\$\{(\w+)\(([\$\w\.\-/\s=,]*)\)\}")
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logger = logging.getLogger(__name__)
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def parse_string_value(str_value):
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"""parse string to number if possible
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e.g. "123" => 123
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"12.2" => 12.3
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"abc" => "abc"
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"$var" => "$var"
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"""
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try:
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return ast.literal_eval(str_value)
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except ValueError:
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return str_value
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except SyntaxError:
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# e.g. $var, ${func}
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return str_value
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def extract_variables(content):
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"""extract all variable names from content, which is in format $variable
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Args:
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content (str): string content
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Returns:
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list: variables list extracted from string content
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Examples:
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>>> extract_variables("$variable")
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["variable"]
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>>> extract_variables("/blog/$postid")
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["postid"]
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>>> extract_variables("/$var1/$var2")
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["var1", "var2"]
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>>> extract_variables("abc")
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[]
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"""
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# TODO: change variable notation from $var to {{var}}
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try:
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return re.findall(variable_regexp, content)
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except TypeError:
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return []
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def extract_functions(content):
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"""extract all functions from string content, which are in format ${fun()}
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Args:
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content (str): string content
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Returns:
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list: functions list extracted from string content
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Examples:
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>>> extract_functions("${func(5)}")
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["func(5)"]
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>>> extract_functions("${func(a=1, b=2)}")
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["func(a=1, b=2)"]
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>>> extract_functions("/api/1000?_t=${get_timestamp()}")
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["get_timestamp()"]
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>>> extract_functions("/api/${add(1, 2)}")
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["add(1, 2)"]
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>>> extract_functions("/api/${add(1, 2)}?_t=${get_timestamp()}")
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["add(1, 2)", "get_timestamp()"]
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"""
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try:
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return re.findall(function_regexp, content)
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except TypeError:
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return []
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def parse_function(content):
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"""parse function name and args from string content.
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Args:
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content (str): string content
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Returns:
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dict: function meta dict
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{
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"func_name": "xxx",
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"args": [],
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"kwargs": {}
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}
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Examples:
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>>> parse_function("func()")
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{'func_name': 'func', 'args': [], 'kwargs': {}}
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>>> parse_function("func(5)")
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{'func_name': 'func', 'args': [5], 'kwargs': {}}
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>>> parse_function("func(1, 2)")
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{'func_name': 'func', 'args': [1, 2], 'kwargs': {}}
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>>> parse_function("func(a=1, b=2)")
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{'func_name': 'func', 'args': [], 'kwargs': {'a': 1, 'b': 2}}
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>>> parse_function("func(1, 2, a=3, b=4)")
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{'func_name': 'func', 'args': [1, 2], 'kwargs': {'a':3, 'b':4}}
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"""
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matched = function_regexp_compile.match(content)
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if not matched:
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raise exceptions.FunctionNotFound("{} not found!".format(content))
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function_meta = {"func_name": matched.group(1), "args": [], "kwargs": {}}
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args_str = matched.group(2).strip()
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if args_str == "":
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return function_meta
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args_list = args_str.split(",")
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for arg in args_list:
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arg = arg.strip()
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if "=" in arg:
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key, value = arg.split("=")
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function_meta["kwargs"][key.strip()] = parse_string_value(value.strip())
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else:
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function_meta["args"].append(parse_string_value(arg))
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return function_meta
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def parse_validator(validator):
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"""parse validator, validator maybe in two format
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@param (dict) validator
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format1: this is kept for compatiblity with the previous versions.
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{"check": "status_code", "comparator": "eq", "expect": 201}
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{"check": "$resp_body_success", "comparator": "eq", "expect": True}
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format2: recommended new version
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{'eq': ['status_code', 201]}
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{'eq': ['$resp_body_success', True]}
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@return (dict) validator info
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{
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"check": "status_code",
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"expect": 201,
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"comparator": "eq"
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}
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"""
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if not isinstance(validator, dict):
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raise exceptions.ParamsError("invalid validator: {}".format(validator))
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if "check" in validator and len(validator) > 1:
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# format1
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check_item = validator.get("check")
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if "expect" in validator:
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expect_value = validator.get("expect")
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elif "expected" in validator:
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expect_value = validator.get("expected")
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else:
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raise exceptions.ParamsError("invalid validator: {}".format(validator))
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comparator = validator.get("comparator", "eq")
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elif len(validator) == 1:
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# format2
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comparator = list(validator.keys())[0]
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compare_values: list = validator[comparator]
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if len(compare_values) == 2:
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compare_values.append("")
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if not isinstance(compare_values, list) or len(compare_values) != 3:
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raise exceptions.ParamsError("invalid validator: {}".format(validator))
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if comparator in ("list_any_item_contains", "list_all_item_contains"):
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# list item比较器特殊检查
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if len(compare_values[1].split(" ")) != 3:
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msg = f"{compare_values} 是错误的表达式, 正确的期望值表达式比如:k = v,等号前后要有空格符"
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raise exceptions.ExpectValueParseFailure(msg)
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check_item, expect_value, desc = compare_values
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else:
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raise exceptions.ParamsError("invalid validator: {}".format(validator))
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return {
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"check": check_item,
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"expect": expect_value,
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"comparator": comparator,
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"desc": desc,
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}
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def substitute_variables(content, variables_mapping):
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"""substitute variables in content with variables_mapping
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Args:
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content (str/dict/list/numeric/bool/type): content to be substituted.
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variables_mapping (dict): variables mapping.
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Returns:
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substituted content.
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Examples:
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>>> content = {
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'request': {
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'url': '/api/users/$uid',
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'headers': {'token': '$token'}
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}
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}
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>>> variables_mapping = {"$uid": 1000}
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>>> substitute_variables(content, variables_mapping)
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{
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'request': {
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'url': '/api/users/1000',
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'headers': {'token': '$token'}
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}
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}
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"""
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if isinstance(content, (list, set, tuple)):
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return [substitute_variables(item, variables_mapping) for item in content]
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if isinstance(content, dict):
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substituted_data = {}
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for key, value in content.items():
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eval_key = substitute_variables(key, variables_mapping)
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eval_value = substitute_variables(value, variables_mapping)
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substituted_data[eval_key] = eval_value
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return substituted_data
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if isinstance(content, basestring):
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# content is in string format here
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for var, value in variables_mapping.items():
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if content == var:
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# content is a variable
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content = value
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else:
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if not isinstance(value, str):
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value = builtin_str(value)
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content = content.replace(var, value)
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return content
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def parse_parameters(parameters, variables_mapping, functions_mapping):
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"""parse parameters and generate cartesian product.
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Args:
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parameters (list) parameters: parameter name and value in list
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parameter value may be in three types:
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(1) data list, e.g. ["iOS/10.1", "iOS/10.2", "iOS/10.3"]
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(2) call built-in parameterize function, "${parameterize(account.csv)}"
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(3) call custom function in debugtalk.py, "${gen_app_version()}"
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variables_mapping (dict): variables mapping loaded from debugtalk.py
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functions_mapping (dict): functions mapping loaded from debugtalk.py
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Returns:
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list: cartesian product list
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Examples:
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>>> parameters = [
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{"user_agent": ["iOS/10.1", "iOS/10.2", "iOS/10.3"]},
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{"username-password": "${parameterize(account.csv)}"},
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{"app_version": "${gen_app_version()}"}
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]
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>>> parse_parameters(parameters)
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"""
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parsed_parameters_list = []
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for parameter in parameters:
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parameter_name, parameter_content = list(parameter.items())[0]
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parameter_name_list = parameter_name.split("-")
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if isinstance(parameter_content, list):
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# (1) data list
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# e.g. {"app_version": ["2.8.5", "2.8.6"]}
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# => [{"app_version": "2.8.5", "app_version": "2.8.6"}]
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# e.g. {"username-password": [["user1", "111111"], ["test2", "222222"]}
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# => [{"username": "user1", "password": "111111"}, {"username": "user2", "password": "222222"}]
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parameter_content_list = []
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for parameter_item in parameter_content:
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if not isinstance(parameter_item, (list, tuple)):
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# "2.8.5" => ["2.8.5"]
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parameter_item = [parameter_item]
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# ["app_version"], ["2.8.5"] => {"app_version": "2.8.5"}
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# ["username", "password"], ["user1", "111111"] => {"username": "user1", "password": "111111"}
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parameter_content_dict = dict(zip(parameter_name_list, parameter_item))
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parameter_content_list.append(parameter_content_dict)
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else:
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# (2) & (3)
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parsed_parameter_content = parse_data(
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parameter_content, variables_mapping, functions_mapping
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)
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# e.g. [{'app_version': '2.8.5'}, {'app_version': '2.8.6'}]
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# e.g. [{"username": "user1", "password": "111111"}, {"username": "user2", "password": "222222"}]
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if not isinstance(parsed_parameter_content, list):
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raise exceptions.ParamsError("parameters syntax error!")
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parameter_content_list = [
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# get subset by parameter name
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{key: parameter_item[key] for key in parameter_name_list}
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for parameter_item in parsed_parameter_content
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]
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parsed_parameters_list.append(parameter_content_list)
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return utils.gen_cartesian_product(*parsed_parameters_list)
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###############################################################################
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## parse content with variables and functions mapping
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###############################################################################
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def get_builtin_item(item_type, item_name):
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"""
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Args:
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item_type (enum): "variables" or "functions"
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item_name (str): variable name or function name
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Returns:
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variable or function with the name of item_name
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"""
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# override built_in module with debugtalk.py module
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from httprunner import loader
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built_in_module = loader.load_builtin_module()
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if item_type == "variables":
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try:
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return built_in_module["variables"][item_name]
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except KeyError:
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raise exceptions.VariableNotFound("{} is not found.".format(item_name))
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else:
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# item_type == "functions":
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try:
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return built_in_module["functions"][item_name]
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except KeyError:
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raise exceptions.FunctionNotFound("{} is not found.".format(item_name))
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def get_mapping_variable(variable_name, variables_mapping):
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"""get variable from variables_mapping.
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Args:
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variable_name (str): variable name
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variables_mapping (dict): variables mapping
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Returns:
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mapping variable value.
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Raises:
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exceptions.VariableNotFound: variable is not found.
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"""
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if variable_name in variables_mapping:
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return variables_mapping[variable_name]
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else:
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return get_builtin_item("variables", variable_name)
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def get_mapping_function(function_name, functions_mapping):
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"""get function from functions_mapping,
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if not found, then try to check if builtin function.
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Args:
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function_name (str): variable name
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functions_mapping (dict): variables mapping
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Returns:
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mapping function object.
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Raises:
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exceptions.FunctionNotFound: function is neither defined in debugtalk.py nor builtin.
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"""
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if function_name in functions_mapping:
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return functions_mapping[function_name]
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try:
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return get_builtin_item("functions", function_name)
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except exceptions.FunctionNotFound:
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pass
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try:
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# check if builtin functions
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item_func = eval(function_name)
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if callable(item_func):
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# is builtin function
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return item_func
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except (NameError, TypeError):
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# is not builtin function
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raise exceptions.FunctionNotFound("{} is not found.".format(function_name))
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def parse_string_functions(content, variables_mapping, functions_mapping):
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"""parse string content with functions mapping.
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Args:
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content (str): string content to be parsed.
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variables_mapping (dict): variables mapping.
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functions_mapping (dict): functions mapping.
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Returns:
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str: parsed string content.
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Examples:
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>>> content = "abc${add_one(3)}def"
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>>> functions_mapping = {"add_one": lambda x: x + 1}
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>>> parse_string_functions(content, functions_mapping)
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"abc4def"
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"""
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functions_list = extract_functions(content)
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for func_content in functions_list:
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function_meta = parse_function(func_content)
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func_name = function_meta["func_name"]
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args = function_meta.get("args", [])
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kwargs = function_meta.get("kwargs", {})
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args = parse_data(args, variables_mapping, functions_mapping)
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kwargs = parse_data(kwargs, variables_mapping, functions_mapping)
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if func_name in ["parameterize", "P"]:
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from httprunner import loader
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eval_value = loader.load_csv_file(*args, **kwargs)
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else:
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func = get_mapping_function(func_name, functions_mapping)
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eval_value = func(*args, **kwargs)
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func_content = "${" + func_content + "}"
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if func_content == content:
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# content is a function, e.g. "${add_one(3)}"
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content = eval_value
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else:
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# content contains one or many functions, e.g. "abc${add_one(3)}def"
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content = content.replace(func_content, str(eval_value), 1)
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return content
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def parse_string_variables(content, variables_mapping):
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"""parse string content with variables mapping.
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Args:
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content (str): string content to be parsed.
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variables_mapping (dict): variables mapping.
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Returns:
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str: parsed string content.
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Examples:
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>>> content = "/api/users/$uid"
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>>> variables_mapping = {"$uid": 1000}
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>>> parse_string_variables(content, variables_mapping)
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"/api/users/1000"
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"""
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variables_list = extract_variables(content)
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for variable_name in variables_list:
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variable_value = get_mapping_variable(variable_name, variables_mapping)
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# TODO: replace variable label from $var to {{var}}
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if "${}".format(variable_name) == content:
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# content is a variable
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content = variable_value
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else:
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# content contains one or several variables
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if not isinstance(variable_value, str):
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variable_value = builtin_str(variable_value)
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content = content.replace("${}".format(variable_name), variable_value, 1)
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return content
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def parse_function_params(params) -> dict:
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"""parse function params to args and kwargs.
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Args:
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params (str): function param in string
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Returns:
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dict: function meta dict
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{
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"args": [],
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"kwargs": {}
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}
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Examples:
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>>> parse_function_params("")
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{'args': [], 'kwargs': {}}
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>>> parse_function_params("5")
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{'args': [5], 'kwargs': {}}
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>>> parse_function_params("1, 2")
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{'args': [1, 2], 'kwargs': {}}
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>>> parse_function_params("a=1, b=2")
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{'args': [], 'kwargs': {'a': 1, 'b': 2}}
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>>> parse_function_params("1, 2, a=3, b=4")
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{'args': [1, 2], 'kwargs': {'a':3, 'b':4}}
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"""
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function_meta = {"args": [], "kwargs": {}}
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params_str = params.strip()
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if params_str == "":
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return function_meta
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args_list = params_str.split(",")
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for arg in args_list:
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arg = arg.strip()
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if "=" in arg:
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key, value = arg.split("=")
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function_meta["kwargs"][key.strip()] = parse_string_value(value.strip())
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else:
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function_meta["args"].append(parse_string_value(arg))
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return function_meta
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def parse_string(
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raw_string,
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variables_mapping,
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functions_mapping,
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):
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"""parse string content with variables and functions mapping.
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Args:
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raw_string: raw string content to be parsed.
|
variables_mapping: variables mapping.
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functions_mapping: functions mapping.
|
Returns:
|
str: parsed string content.
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Examples:
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>>> raw_string = "abc${add_one($num)}def"
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>>> variables_mapping = {"num": 3}
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>>> functions_mapping = {"add_one": lambda x: x + 1}
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>>> parse_string(raw_string, variables_mapping, functions_mapping)
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"abc4def"
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"""
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try:
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match_start_position = raw_string.index("$", 0)
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parsed_string = raw_string[0:match_start_position]
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except ValueError:
|
parsed_string = raw_string
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return parsed_string
|
|
while match_start_position < len(raw_string):
|
|
# Notice: notation priority
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# $$ > ${func($a, $b)} > $var
|
|
# search $$
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dollar_match = dolloar_regex_compile.match(raw_string, match_start_position)
|
if dollar_match:
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match_start_position = dollar_match.end()
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parsed_string += "$"
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continue
|
|
# search function like ${func($a, $b)}
|
func_match = function_regex_compile.match(raw_string, match_start_position)
|
if func_match:
|
func_name = func_match.group(1)
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func = get_mapping_function(func_name, functions_mapping)
|
|
func_params_str = func_match.group(2)
|
function_meta = parse_function_params(func_params_str)
|
args = function_meta["args"]
|
kwargs = function_meta["kwargs"]
|
parsed_args = parse_data(args, variables_mapping, functions_mapping)
|
parsed_kwargs = parse_data(kwargs, variables_mapping, functions_mapping)
|
|
try:
|
func_eval_value = func(*parsed_args, **parsed_kwargs)
|
except Exception as ex:
|
logger.error(
|
f"call function error:\n"
|
f"func_name: {func_name}\n"
|
f"args: {parsed_args}\n"
|
f"kwargs: {parsed_kwargs}\n"
|
f"{type(ex).__name__}: {ex}"
|
)
|
raise
|
|
func_raw_str = "${" + 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("$", curr_position + 1)
|
remain_string = raw_string[curr_position:match_start_position]
|
except ValueError:
|
remain_string = raw_string[curr_position:]
|
# break while loop
|
match_start_position = len(raw_string)
|
|
parsed_string += remain_string
|
|
return parsed_string
|
|
|
def parse_data(content, variables_mapping=None, functions_mapping=None):
|
"""parse content with variables mapping
|
|
Args:
|
content (str/dict/list/numeric/bool/type): content to be parsed
|
variables_mapping (dict): variables mapping.
|
functions_mapping (dict): functions mapping.
|
|
Returns:
|
parsed content.
|
|
Examples:
|
>>> content = {
|
'request': {
|
'url': '/api/users/$uid',
|
'headers': {'token': '$token'}
|
}
|
}
|
>>> variables_mapping = {"uid": 1000, "token": "abcdef"}
|
>>> parse_data(content, variables_mapping)
|
{
|
'request': {
|
'url': '/api/users/1000',
|
'headers': {'token': 'abcdef'}
|
}
|
}
|
|
"""
|
# TODO: refactor type check
|
if content is None or isinstance(content, (numeric_types, bool, type)):
|
return content
|
|
if isinstance(content, (list, set, tuple)):
|
return [
|
parse_data(item, variables_mapping, functions_mapping) for item in content
|
]
|
|
if isinstance(content, dict):
|
parsed_content = {}
|
for key, value in content.items():
|
parsed_key = parse_data(key, variables_mapping, functions_mapping)
|
parsed_value = parse_data(value, variables_mapping, functions_mapping)
|
parsed_content[parsed_key] = parsed_value
|
|
return parsed_content
|
|
if isinstance(content, basestring):
|
variables_mapping = variables_mapping or {}
|
functions_mapping = functions_mapping or {}
|
content = parse_string(content, variables_mapping, functions_mapping)
|
|
# replace $$ notation with $ and consider it as normal char.
|
# if '$$' in content:
|
# return content.replace("$$", "$")
|
|
# content is in string format here
|
# variables_mapping = variables_mapping or {}
|
# functions_mapping = functions_mapping or {}
|
# content = content.strip()
|
|
# # replace functions with evaluated value
|
# # Notice: _eval_content_functions must be called before _eval_content_variables
|
# content = parse_string_functions(content, variables_mapping, functions_mapping)
|
#
|
# # replace variables with binding value
|
# content = parse_string_variables(content, variables_mapping)
|
|
return content
|
|
|
def parse_tests(testcases, variables_mapping=None):
|
"""parse testcases configs, including variables/parameters/name/request.
|
|
Args:
|
testcases (list): testcase list, with config unparsed.
|
[
|
{ # testcase data structure
|
"config": {
|
"name": "desc1",
|
"path": "testcase1_path",
|
"variables": [], # optional
|
"request": {} # optional
|
"refs": {
|
"debugtalk": {
|
"variables": {},
|
"functions": {}
|
},
|
"env": {},
|
"def-api": {},
|
"def-testcase": {}
|
}
|
},
|
"teststeps": [
|
# teststep data structure
|
{
|
'name': 'test step desc2',
|
'variables': [], # optional
|
'extract': [], # optional
|
'validate': [],
|
'request': {},
|
'function_meta': {}
|
},
|
teststep2 # another teststep dict
|
]
|
},
|
testcase_dict_2 # another testcase dict
|
]
|
variables_mapping (dict): if variables_mapping is specified, it will override variables in config block.
|
|
Returns:
|
list: parsed testcases list, with config variables/parameters/name/request parsed.
|
|
"""
|
variables_mapping = variables_mapping or {}
|
parsed_testcases_list = []
|
|
for testcase in testcases:
|
testcase_config = testcase.setdefault("config", {})
|
project_mapping = testcase_config.pop(
|
"refs",
|
{
|
"debugtalk": {"variables": {}, "functions": {}},
|
"env": {},
|
"def-api": {},
|
"def-testcase": {},
|
},
|
)
|
|
# parse config parameters
|
config_parameters = testcase_config.pop("parameters", [])
|
cartesian_product_parameters_list = parse_parameters(
|
config_parameters,
|
project_mapping["debugtalk"]["variables"],
|
project_mapping["debugtalk"]["functions"],
|
) or [{}]
|
|
for parameter_mapping in cartesian_product_parameters_list:
|
testcase_dict = utils.deepcopy_dict(testcase)
|
config = testcase_dict.get("config")
|
|
# parse config variables
|
raw_config_variables = config.get("variables", [])
|
parsed_config_variables = parse_data(
|
raw_config_variables,
|
project_mapping["debugtalk"]["variables"],
|
project_mapping["debugtalk"]["functions"],
|
)
|
|
# priority: passed in > debugtalk.py > parameters > variables
|
# override variables mapping with parameters mapping
|
config_variables = utils.override_mapping_list(
|
parsed_config_variables, parameter_mapping
|
)
|
# merge debugtalk.py module variables
|
config_variables.update(project_mapping["debugtalk"]["variables"])
|
# override variables mapping with passed in variables_mapping
|
config_variables = utils.override_mapping_list(
|
config_variables, variables_mapping
|
)
|
|
testcase_dict["config"]["variables"] = config_variables
|
|
# parse config name
|
testcase_dict["config"]["name"] = parse_data(
|
testcase_dict["config"].get("name", ""),
|
config_variables,
|
project_mapping["debugtalk"]["functions"],
|
)
|
|
# parse config request
|
testcase_dict["config"]["request"] = parse_data(
|
testcase_dict["config"].get("request", {}),
|
config_variables,
|
project_mapping["debugtalk"]["functions"],
|
)
|
|
# put loaded project functions to config
|
testcase_dict["config"]["functions"] = project_mapping["debugtalk"][
|
"functions"
|
]
|
parsed_testcases_list.append(testcase_dict)
|
|
return parsed_testcases_list
|
