RustRepoTrans / Dataset_Construction /rust_extract_dependency.py

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initial

f0f4f2b over 1 year ago

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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)
        
        

	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)