refactor: implement parse_string to eval string with both variables and functions

This commit is contained in:
debugtalk
2020-04-21 11:38:33 +08:00
parent db28c0ffc0
commit 081679bbf5
2 changed files with 203 additions and 161 deletions

View File

@@ -107,56 +107,6 @@ def regex_findall_functions(content: Text) -> List[Text]:
return []
def parse_args_str(arg_str: Text) -> Tuple[List, Dict]:
""" parse function args and kwargs from function.
Args:
arg_str (str): function str contains args and kwargs
Returns:
dict: function meta dict
{
"func_name": "xxx",
"args": [],
"kwargs": {}
}
Examples:
>>> parse_args_str("")
{'args': [], 'kwargs': {}}
>>> parse_args_str("5")
{'args': [5], 'kwargs': {}}
>>> parse_args_str("1, 2")
{'args': [1, 2], 'kwargs': {}}
>>> parse_args_str("a=1, b=2")
{'args': [], 'kwargs': {'a': 1, 'b': 2}}
>>> parse_args_str("1, 2, a=3, b=4")
{'args': [1, 2], 'kwargs': {'a':3, 'b':4}}
"""
args = []
kwargs = {}
arg_str = arg_str.strip()
if arg_str == "":
return args, kwargs
arg_list = arg_str.split(',')
for arg in arg_list:
arg = arg.strip()
if '=' in arg:
key, value = arg.split('=')
kwargs[key.strip()] = parse_string_value(value.strip())
else:
args.append(parse_string_value(arg))
return args, kwargs
def extract_variables(content: Any) -> Set:
""" extract all variables in content recursively.
"""
@@ -178,97 +128,156 @@ def extract_variables(content: Any) -> Set:
return set()
def parse_string_functions(
content: Text,
variables_mapping: Dict[Text, Any],
functions_mapping: Dict[Text, Callable]) -> Text:
""" parse string content with functions mapping.
def parse_function_params(params):
""" parse function params to args and kwargs.
Args:
content (str): string content to be parsed.
variables_mapping (dict): variables mapping.
functions_mapping (dict): functions mapping.
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 parse_string(
raw_string: Text,
variables_mapping: Dict[Text, Any],
functions_mapping: Dict[Text, Callable]) -> Text:
""" 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:
>>> content = "abc${add_one(3)}def"
>>> raw_string = "abc${add_one($num)}def"
>>> variables_mapping = {"num": 3}
>>> functions_mapping = {"add_one": lambda x: x + 1}
>>> parse_string_functions(content, {}, functions_mapping)
>>> parse_string(raw_string, variables_mapping, functions_mapping)
"abc4def"
"""
functions_list = regex_findall_functions(content)
for func_meta_tuple in functions_list:
func_name, args_str = func_meta_tuple
args, kwargs = parse_args_str(args_str)
try:
match_start_position = raw_string.index("$", 0)
parsed_string = raw_string[0:match_start_position]
except ValueError:
parsed_string = raw_string
return parsed_string
args = parse_content(args, variables_mapping, functions_mapping)
kwargs = parse_content(kwargs, variables_mapping, functions_mapping)
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, $b)}
func_match = function_regex_compile.match(raw_string, match_start_position)
if func_match:
func_name = func_match.group(1)
try:
func = functions_mapping[func_name]
except KeyError:
raise FunctionNotFound(f"{func_name} not found in {functions_mapping}")
func_params_str = func_match.group(2)
function_meta = parse_function_params(func_params_str)
args = function_meta["args"]
kwargs = function_meta["kwargs"]
func_eval_value = func(*args, **kwargs)
func_raw_str = "${" + 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 $var
var_match = variable_regex_compile.match(raw_string, match_start_position)
if var_match:
var_name = var_match.group(1) or var_match.group(2)
# check if any variable undefined in variables_mapping
try:
var_value = variables_mapping[var_name]
except KeyError:
raise VariableNotFound(f"{var_name} not found in {variables_mapping}")
if f"${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:
func = functions_mapping[func_name]
except KeyError:
raise FunctionNotFound(f"{func_name} not found in {functions_mapping}")
# find next $ location
match_start_position = raw_string.index("$", curr_position + 1)
remain_string = raw_string[curr_position:match_start_position]
except ValueError:
remain_string = raw_string[curr_position:]
# break while loop
match_start_position = len(raw_string)
eval_value = func(*args, **kwargs)
parsed_string += remain_string
func_content = "${" + func_name + f"({args_str})" + "}"
if func_content == content:
# content is a function, e.g. "${add_one(3)}"
content = eval_value
else:
# content contains one or many functions, e.g. "abc${add_one(3)}def"
content = content.replace(
func_content,
str(eval_value), 1
)
return content
def parse_string_variables(
content: Text,
variables_mapping: Dict[Text, Any]) -> Text:
""" parse string content with variables mapping.
Args:
content (str): string content to be parsed.
variables_mapping (dict): variables mapping.
Returns:
str: parsed string content.
Examples:
>>> content = "/api/users/$uid"
>>> variables_mapping = {"uid": 1000}
>>> parse_string_variables(content, variables_mapping)
"/api/users/1000"
"""
variables_list = extract_variables(content)
for variable_name in variables_list:
try:
variable_value = variables_mapping[variable_name]
except KeyError:
raise VariableNotFound(f"{variable_name} not found in {variables_mapping}")
# TODO: replace variable label from $var to {{var}}
if f"${variable_name}" == content:
# content is a variable
content = variable_value
else:
# content contains one or several variables
if not isinstance(variable_value, str):
variable_value = str(variable_value)
content = content.replace(
f"${variable_name}",
variable_value, 1
)
return content
return parsed_string
def parse_content(
@@ -278,24 +287,20 @@ def parse_content(
""" parse content with evaluated variables mapping.
Notice: variables_mapping should not contain any variable or function.
"""
# TODO: refactor type check
if content is None or isinstance(content, (int, float, bool)):
return content
elif isinstance(content, str):
# content is in string format here
if isinstance(content, str):
# content in string format may contains variables and functions
variables_mapping = variables_mapping or {}
functions_mapping = functions_mapping or {}
content = content.strip()
# replace functions with evaluated value
# Notice: parse_string_functions must be called before parse_string_variables
content = parse_string_functions(content, variables_mapping, functions_mapping)
# content = parse_string_functions(content, variables_mapping, functions_mapping)
# replace variables with binding value
content = parse_string_variables(content, variables_mapping)
# content = parse_string_variables(content, variables_mapping)
return content
return parse_string(content, variables_mapping, functions_mapping)
elif isinstance(content, (list, set, tuple)):
return [
@@ -312,7 +317,9 @@ def parse_content(
return parsed_content
return content
else:
# other types, e.g. None, int, float, bool
return content
def parse_variables_mapping(

View File

@@ -83,46 +83,46 @@ class TestParserBasic(unittest.TestCase):
{"TOKEN", "data", "random"}
)
def test_parse_function(self):
def test_parse_function_params(self):
self.assertEqual(
parser.parse_args_str(""),
([], {})
parser.parse_function_params(""),
{'args': [], 'kwargs': {}}
)
self.assertEqual(
parser.parse_args_str("5"),
([5], {})
parser.parse_function_params("5"),
{'args': [5], 'kwargs': {}}
)
self.assertEqual(
parser.parse_args_str("1, 2"),
([1, 2], {})
parser.parse_function_params("1, 2"),
{'args': [1, 2], 'kwargs': {}}
)
self.assertEqual(
parser.parse_args_str("a=1, b=2"),
([], {'a': 1, 'b': 2})
parser.parse_function_params("a=1, b=2"),
{'args': [], 'kwargs': {'a': 1, 'b': 2}}
)
self.assertEqual(
parser.parse_args_str("a= 1, b =2"),
([], {'a': 1, 'b': 2})
parser.parse_function_params("a= 1, b =2"),
{'args': [], 'kwargs': {'a': 1, 'b': 2}}
)
self.assertEqual(
parser.parse_args_str("1, 2, a=3, b=4"),
([1, 2], {'a': 3, 'b': 4})
parser.parse_function_params("1, 2, a=3, b=4"),
{'args': [1, 2], 'kwargs': {'a': 3, 'b': 4}}
)
self.assertEqual(
parser.parse_args_str("$request, 123"),
(["$request", 123], {})
parser.parse_function_params("$request, 123"),
{'args': ["$request", 123], 'kwargs': {}}
)
self.assertEqual(
parser.parse_args_str(" "),
([], {})
parser.parse_function_params(" "),
{'args': [], 'kwargs': {}}
)
self.assertEqual(
parser.parse_args_str("hello world, a=3, b=4"),
(["hello world"], {'a': 3, 'b': 4})
parser.parse_function_params("hello world, a=3, b=4"),
{'args': ["hello world"], 'kwargs': {'a': 3, 'b': 4}}
)
self.assertEqual(
parser.parse_args_str("$request, 12 3"),
(["$request", '12 3'], {})
parser.parse_function_params("$request, 12 3"),
{'args': ["$request", '12 3'], 'kwargs': {}}
)
def test_extract_functions(self):
@@ -192,7 +192,7 @@ class TestParserBasic(unittest.TestCase):
self.assertEqual("", result["request"]["data"]["empty_str"])
self.assertEqual("abc4def", result["request"]["data"]["value"])
def test_parse_data_variables(self):
def test_parse_content_with_variables(self):
variables_mapping = {
"var_1": "abc",
"var_2": "def",
@@ -205,6 +205,10 @@ class TestParserBasic(unittest.TestCase):
parser.parse_content("$var_1", variables_mapping),
"abc"
)
self.assertEqual(
parser.parse_content("${var_1}", variables_mapping),
"abc"
)
self.assertEqual(
parser.parse_content("var_1", variables_mapping),
"var_1"
@@ -214,12 +218,12 @@ class TestParserBasic(unittest.TestCase):
"abc#XYZ"
)
self.assertEqual(
parser.parse_content("/$var_1/$var_2/var3", variables_mapping),
"/abc/def/var3"
parser.parse_content("${var_1}#XYZ", variables_mapping),
"abc#XYZ"
)
self.assertEqual(
parser.parse_string_variables("${func($var_1, $var_2, xyz)}", variables_mapping),
"${func(abc, def, xyz)}"
parser.parse_content("/$var_1/$var_2/var3", variables_mapping),
"/abc/def/var3"
)
self.assertEqual(
parser.parse_content("$var_3", variables_mapping),
@@ -258,6 +262,37 @@ class TestParserBasic(unittest.TestCase):
{"abc": "def"}
)
def test_parse_data_multiple_identical_variables(self):
variables_mapping = {
"var_1": "abc",
"var_2": "def",
}
self.assertEqual(
parser.parse_content("/$var_1/$var_2/$var_1", variables_mapping),
"/abc/def/abc"
)
variables_mapping = {
"userid": 100,
"data": 1498
}
content = "/users/$userid/training/$data?userId=$userid&data=$data"
self.assertEqual(
parser.parse_content(content, variables_mapping),
"/users/100/training/1498?userId=100&data=1498"
)
variables_mapping = {
"user": 100,
"userid": 1000,
"data": 1498
}
content = "/users/$user/$userid/$data?userId=$userid&data=$data"
self.assertEqual(
parser.parse_content(content, variables_mapping),
"/users/100/1000/1498?userId=1000&data=1498"
)
def test_parse_data_functions(self):
import random, string
functions_mapping = {