RustRepoTrans / Dataset_Construction /rust_extract_dependency.py
ooggss
initial
f0f4f2b
from tree_sitter import Language, Parser
import tree_sitter_rust as tsrust
import sys
import os
import re
RS_LANGUAGE = Language(tsrust.language(), "rust")
parser = Parser()
parser.set_language(RS_LANGUAGE)
# call_functions = []
# 获取impl定义
query_impl_defin_text = """
(
(impl_item) @impl.defin
)
"""
# 获取函数定义
query_function_defin_text = """
(
(function_item) @function.defin
)
"""
query_function_name_text = """
(function_item
(identifier) @function.name)
"""
# 获取macro定义
query_macro_defin_text = """
(
(macro_definition) @macro.defin
)
"""
query_macro_name_text = """
(macro_definition
(identifier) @macro.name)
"""
# 获取struct定义
query_struct_defin_text = """
(
(struct_item) @struct.defin
)
"""
query_struct_name_text = """
(struct_item
(type_identifier) @struct.name
)
"""
# 调用的函数
query_call_function_text = """
(
(call_expression) @function.call
)
"""
query_call_function_name_text = """
(
(field_identifier) @function.call_name
)
"""
# 调用的macro
query_call_macro_text = """
(
(macro_invocation) @macro.call
)
"""
query_call_macro_name_text = """
(macro_invocation
(identifier) @macro.call_name)
"""
# 调用的数据类型
query_call_vars_type_text = """
(
(type_identifier) @call_vars.type
)
"""
# 调用的变量
query_call_vars_text = """
(
(expression_statement) @call_vars.exp
)
(
(let_declaration) @call_vars.let
)
"""
query_call_vars_name_text = """
(
(field_identifier) @call_vars.let
)
"""
query_import_text = """
(
(use_declaration) @use.name
)
"""
# Create a query object
query_impl_defin = RS_LANGUAGE.query(query_impl_defin_text)
query_function_defin = RS_LANGUAGE.query(query_function_defin_text)
query_function_name = RS_LANGUAGE.query(query_function_name_text)
query_macro_defin = RS_LANGUAGE.query(query_macro_defin_text)
query_macro_name = RS_LANGUAGE.query(query_macro_name_text)
query_struct_defin = RS_LANGUAGE.query(query_struct_defin_text)
query_struct_name = RS_LANGUAGE.query(query_struct_name_text)
query_call_function = RS_LANGUAGE.query(query_call_function_text)
query_call_function_name = RS_LANGUAGE.query(query_call_function_name_text)
query_call_macro = RS_LANGUAGE.query(query_call_macro_text)
query_call_macro_name = RS_LANGUAGE.query(query_call_macro_name_text)
query_call_vars = RS_LANGUAGE.query(query_call_vars_text)
query_call_vars_name = RS_LANGUAGE.query(query_call_vars_name_text)
query_call_vars_type = RS_LANGUAGE.query(query_call_vars_type_text)
query_import = RS_LANGUAGE.query(query_import_text)
def traverse_call(node, source_code, call_functions):
if node.type == "call":
call_functions.append(node)
function_call_code = source_code[node.start_byte:node.end_byte].decode('utf-8')
for child in node.children:
traverse_call(child, source_code, call_functions)
def traverse(node, source_code, depth=0):
# Get the node text
node_text = source_code[node.start_byte:node.end_byte].decode('utf-8')
for child in node.children:
traverse(child, source_code, depth + 1)
# Execute the query to get the captures
def get_source_code(target_file_path):
with open(target_file_path, 'r', encoding='utf-8', errors='ignore') as input_file:
source_code = input_file.read()
# 转化成bytes!!否则在出现中文注释时,根据偏移获得对应内容会出错
source_code = bytes(source_code, "utf-8")
return source_code
def get_source_code_and_path(target_file_path):
with open(target_file_path, 'r', encoding='utf-8', errors='ignore') as input_file:
content = input_file.read()
content = content.split("------")[0]
# print(content)
pattern = r'<path>(.*?)</path>'
function_path = re.findall(pattern, content, re.DOTALL)[0].strip()
pattern = r'<function>(.*?)</function>'
source_code = re.findall(pattern, content, re.DOTALL)[0].strip()
# 转化成bytes!!否则在出现中文注释时,根据偏移获得对应内容会出错
source_code = bytes(source_code, "utf-8")
if "deltachat-core" in function_path:
function_path = function_path.replace("rust/", "rust/src/")
return source_code, function_path
def get_call_macro(node, source_code):
call_macro_names = set()
# 获取依赖数据类型
call_macro_captures = query_call_macro.captures(node)
for call_macro_capture in call_macro_captures:
call_macro_node , _ = call_macro_capture
call_macro_name_capture = query_call_macro_name.captures(call_macro_node)
try:
call_macro_name_node , _ = call_macro_name_capture[0]
call_macro_code = source_code[call_macro_name_node.start_byte:call_macro_name_node.end_byte].decode()
call_macro_names.add(call_macro_code)
except:
pass
return call_macro_names
def get_call_function(node, source_code):
call_function_names = set()
# print(f"Function : {function_name}")
# 获取call function
call_function_captures = query_call_function.captures(node)
for call_function_capture in call_function_captures:
call_function_node, _ = call_function_capture
# call function
call_function_var_code = source_code[call_function_node.start_byte:call_function_node.end_byte].decode()
call_function_var_code = call_function_var_code.split("=")
for call_function_var in call_function_var_code:
if "(" in call_function_var and ")" in call_function_var:
call_function_var = call_function_var.replace("\n", "")
call_function_var = call_function_var.split("self.")[-1]
pattern = r'([a-zA-Z_][a-zA-Z0-9_:]*)\.|([a-zA-Z_][a-zA-Z0-9_:]*\([^\)]*\))'
call_function_var = re.findall(pattern, call_function_var)
# call_vars = [match[0] for match in call_function_var if match[0] ]
call_function = [match[1].split("(")[0] for match in call_function_var if match[1]]
# call_vars_name.update(call_vars)
call_function_names.update(call_function)
return call_function_names
def get_call_vars_type(node, source_code):
call_vars_type_name = set()
# 获取依赖数据类型
vars_type_captures = query_call_vars_type.captures(node)
for vars_type_capture in vars_type_captures:
vars_type_node , _ = vars_type_capture
vars_type_code = source_code[vars_type_node.start_byte:vars_type_node.end_byte].decode()
call_vars_type_name.add(vars_type_code)
return call_vars_type_name
def get_file_function_dependency(target_file_path):
Dependency_func = {}
Dependency_vars = {}
function_source_code, function_path = get_source_code_and_path(target_file_path)
tree = parser.parse(function_source_code)
# 以下是从已经提取好的函数文件(只有单个目标函数)中获取依赖
# 先直接按照该函数进行获取
captures = query_function_defin.captures(tree.root_node)
target_function_name = ""
for capture in captures:
node, _ = capture
function_name_captures = query_function_name.captures(node)
function_name_node, _ = function_name_captures[0]
function_name = function_source_code[function_name_node.start_byte:function_name_node.end_byte].decode()
target_function_name = function_name
# 先获取全部函数再减去impl函数
# if function_name in Dependency_func.keys():
# continue
call_function_names = get_call_function(node, function_source_code)
call_macro_names = get_call_macro(node, function_source_code)
call_vars_type_name = get_call_vars_type(node, function_source_code)
call_function_names.update(call_macro_names)
Dependency_func[function_name] = call_function_names
Dependency_vars[function_name] = call_vars_type_name
# 从该函数的function_path来查看该函数是否在某个impl内部,如果是的话则将该impl的内容添加给该函数的Dependency_vars
source_code = get_source_code(function_path)
tree = parser.parse(source_code)
query_impl_defin_captures = query_impl_defin.captures(tree.root_node)
for query_impl_defin_capture in query_impl_defin_captures:
query_impl_defin_node , _ = query_impl_defin_capture
struct_name = source_code[query_impl_defin_node.start_byte:query_impl_defin_node.end_byte].decode().split("{")[0].split("for")[-1].split("impl")[-1].split(" ")[-2].split("<")[0].strip()
captures = query_function_defin.captures(query_impl_defin_node)
for capture in captures:
node, _ = capture
function_name_captures = query_function_name.captures(node)
function_name_node, _ = function_name_captures[0]
function_name = source_code[function_name_node.start_byte:function_name_node.end_byte].decode()
if function_name == target_function_name:
# impl里的函数添加相关struct的定义
Dependency_vars[function_name].add(struct_name)
return Dependency_func, Dependency_vars, function_path, function_source_code
def filtered_os_walk(top):
for root, dirs, files in os.walk(top):
# 过滤掉名字以"."开头的目录和名字包含"test"的目录
dirs[:] = [d for d in dirs if not d.startswith('.') and 'test' not in d]
yield root, dirs, files
def get_function_defin(node, source_code, function_name_to_code, project_functions, file_path):
function_defin_captures = query_function_defin.captures(node)
function_names = set()
for function_defin_capture in function_defin_captures:
function_defin_node , _ = function_defin_capture
function_code = source_code[function_defin_node.start_byte:function_defin_node.end_byte].decode()
function_name_captures = query_function_name.captures(function_defin_node)
function_name_node, _ = function_name_captures[0]
function_name = source_code[function_name_node.start_byte:function_name_node.end_byte].decode()
function_names.add(function_name)
# 以@为分隔符,将函数的文件路径加入,防止在单个项目中存在多个同名函数
function_name_to_code[file_path + "@" + function_name] = function_code
project_functions[file_path] = function_names
def get_struct_defin(node, source_code, struct_name_to_code, project_structs, file_path):
struct_names = set()
struct_defin_captures = query_struct_defin.captures(node)
for struct_defin_capture in struct_defin_captures:
struct_defin_node , _ = struct_defin_capture
struct_defin_code = source_code[struct_defin_node.start_byte:struct_defin_node.end_byte].decode()
struct_name_captures = query_struct_name.captures(struct_defin_node)
sturct_name_node, _ = struct_name_captures[0]
sturct_name = source_code[sturct_name_node.start_byte:sturct_name_node.end_byte].decode()
struct_names.add(sturct_name)
struct_name_to_code[file_path + "@" + sturct_name] = struct_defin_code
project_structs[file_path] = struct_names
def get_macro_defin(node, source_code, macro_name_to_code, project_macros, file_path):
macro_names = set()
macro_defin_captures = query_macro_defin.captures(node)
for macro_defin_capture in macro_defin_captures:
macro_defin_node , _ = macro_defin_capture
macro_defin_code = source_code[macro_defin_node.start_byte:macro_defin_node.end_byte].decode()
macro_name_captures = query_macro_name.captures(macro_defin_node)
macro_name_node, _ = macro_name_captures[0]
macro_name = source_code[macro_name_node.start_byte:macro_name_node.end_byte].decode()
macro_names.add(macro_name)
macro_name_to_code[file_path + "@" + macro_name] = macro_defin_code
project_macros[file_path] = macro_names
# 读取项目
def get_project_functions(project_path):
project_functions = {}
project_structs = {}
project_macros = {}
function_name_to_code = {}
struct_name_to_code = {}
macro_name_to_code = {}
project_imports = {}
project_vars = {}
# 手动添加
project_structs["IString"] = ["IString"]
struct_name_to_code["IString@IString"] = "pub type IString = ::string_cache::Atom<IStringStaticSet>;"
for current_path, _, files in os.walk(project_path):
for file in files:
if "test" in file:
continue
if file.endswith(".rs"):
file_path = os.path.join(current_path, file)
source_code = get_source_code(file_path)
tree = parser.parse(source_code)
# get function defin
get_function_defin(tree.root_node, source_code, function_name_to_code, project_functions, file_path)
# get struct defin
get_struct_defin(tree.root_node, source_code, struct_name_to_code, project_structs, file_path)
# get macro defin
get_macro_defin(tree.root_node, source_code, macro_name_to_code, project_macros, file_path)
# get import
import_codes = []
import_captures = query_import.captures(tree.root_node)
for import_capture in import_captures:
import_node, _ = import_capture
import_code = source_code[import_node.start_byte:import_node.end_byte].decode().split("use")[-1].strip()
import_codes.append(import_code)
project_imports[file_path] = import_codes
# 将macro归入function
for file_path, macros in project_macros.items():
if file_path in project_functions.keys():
project_functions[file_path].update(macros)
function_name_to_code = {**macro_name_to_code, **function_name_to_code}
return project_imports, project_functions, function_name_to_code, project_structs, struct_name_to_code
def match(project_functions, dependency_funcs, function_path, project_imports):
# 依次进行匹配
project_dependency_function = {}
for target_function , call_functions in dependency_funcs.items():
dependencies = []
for call_function in call_functions:
key = False
# 先从同个文件中找
for file_path, potential_functions in project_functions.items():
if file_path == function_path:
if call_function in potential_functions:
dependencies.append(function_path + "@" + call_function)
key = True
break
if key:
continue
# 从import中找
for project_file_path, file_imports in project_imports.items():
# 获得目标文件的对应import
if project_file_path == function_path:
for file_path, potential_functions in project_functions.items():
# 获取文件名simple_path,判断该文件是否在目标文件的import中
# 如果在file_import中,那么目标文件可以使用该文件内的函数
simple_path = file_path.split("/")[-1].split(".")[0].strip()
for file_import in file_imports:
if simple_path in file_import:
if call_function in potential_functions:
dependencies.append(file_path + "@" + call_function)
key = True
break
if key:
break
break
if key:
continue
project_dependency_function[target_function] = dependencies
return project_dependency_function
project_name = sys.argv[1]
target_lang_pair = sys.argv[2]
target_lang = sys.argv[3]
target_files_path = os.path.join("function_pair_with_identical_functionality", project_name, target_lang_pair)
project_path = os.path.join("projects", project_name, target_lang)
project_imports, project_functions, function_name_to_code, project_structs, struct_name_to_code = get_project_functions(project_path)
unit_test_function = set()
for current_path, _, target_files in os.walk(target_files_path):
for target_file in target_files:
dependency_funcs, dependency_vars, function_path, source_code = get_file_function_dependency(os.path.join(current_path, target_file))
if not dependency_funcs:
continue
result_function = match(project_functions, dependency_funcs, function_path, project_imports)
result_vars = match(project_structs, dependency_vars, function_path, project_imports)
output_file_path = os.path.join("related_functions_and_datatypes_and_import", project_name, target_lang_pair, target_lang)
if not os.path.exists(output_file_path):
os.makedirs(output_file_path)
with open(os.path.join(output_file_path, target_file), "w") as output_file:
for dependencies in result_function.values():
for dependency in dependencies:
if function_name_to_code[dependency].strip() == source_code.decode("utf-8").strip():
continue
output_file.write(function_name_to_code[dependency])
output_file.write("\n\n")
for dependencies in result_vars.values():
for dependency in dependencies:
output_file.write(struct_name_to_code[dependency])
output_file.write("\n\n")
output_file.write("------\n")
tmp = [f"use {use}\n" for use in project_imports[function_path]]
output_file.writelines(tmp)