298 lines
10 KiB
C++
298 lines
10 KiB
C++
/**
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* @file python_execute.cpp
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*
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* This file implements the Python execution tool, using Python.h to directly call the Python interpreter.
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*/
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#include "mcp_server.h"
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#include "mcp_tool.h"
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#include "mcp_resource.h"
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#include <iostream>
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#include <string>
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#include <memory>
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#include <stdexcept>
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#include <mutex>
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#include <shared_mutex>
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#include <unordered_map>
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#include <chrono>
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#include <future>
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// Check if Python is found
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#ifdef PYTHON_FOUND
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#include <Python.h>
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#endif
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/**
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* @class python_interpreter
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* @brief Python interpreter class for executing Python code with session support
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*/
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class python_interpreter {
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private:
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mutable std::shared_mutex py_mutex;
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bool is_initialized;
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// Map to store Python thread states for each session
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mutable std::unordered_map<std::string, PyThreadState*> session_states;
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// Default timeout (milliseconds)
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static constexpr unsigned int DEFAULT_TIMEOUT_MS = 30000; // 30 seconds
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public:
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/**
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* @brief Constructor, initializes Python interpreter
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*/
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python_interpreter() : is_initialized(false) {
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#ifdef PYTHON_FOUND
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try {
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std::unique_lock<std::shared_mutex> lock(py_mutex);
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Py_Initialize();
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if (Py_IsInitialized()) {
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is_initialized = true;
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// Create main thread state
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PyThreadState* main_thread_state = PyThreadState_Get();
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PyThreadState_Swap(NULL);
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} else {
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std::cerr << "Failed to initialize Python interpreter" << std::endl;
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}
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} catch (const std::exception& e) {
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std::cerr << "Python interpreter initialization exception: " << e.what() << std::endl;
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}
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#endif
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}
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/**
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* @brief Destructor, releases Python interpreter
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*/
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~python_interpreter() {
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#ifdef PYTHON_FOUND
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if (is_initialized) {
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std::unique_lock<std::shared_mutex> lock(py_mutex);
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// Clean up all session states
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for (auto& pair : session_states) {
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PyThreadState_Swap(pair.second);
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PyThreadState_Clear(pair.second);
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PyThreadState_Delete(pair.second);
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}
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session_states.clear();
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Py_Finalize();
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is_initialized = false;
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}
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#endif
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}
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/**
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* @brief Check if a session exists
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* @param session_id The session identifier
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* @return bool indicating if session exists
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*/
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#ifdef PYTHON_FOUND
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bool has_session(const std::string& session_id) const {
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std::shared_lock<std::shared_mutex> lock(py_mutex);
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return session_states.find(session_id) != session_states.end();
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}
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/**
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* @brief Get an existing thread state for a session
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* @param session_id The session identifier
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* @return PyThreadState for the session or nullptr if not found
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*/
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PyThreadState* get_existing_session_state(const std::string& session_id) const {
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std::shared_lock<std::shared_mutex> lock(py_mutex);
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auto it = session_states.find(session_id);
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if (it != session_states.end()) {
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return it->second;
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}
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return nullptr;
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}
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/**
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* @brief Create a new thread state for a session
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* @param session_id The session identifier
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* @return PyThreadState for the new session
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*/
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PyThreadState* create_session_state(const std::string& session_id) const {
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std::unique_lock<std::shared_mutex> lock(py_mutex);
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if (session_states.count(session_id)) return session_states[session_id];
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PyThreadState* new_state = Py_NewInterpreter();
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if (!new_state) {
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throw std::runtime_error("Failed to create new Python interpreter for session " + session_id);
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}
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PyEval_SaveThread(); // Release GIL after creation
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session_states[session_id] = new_state;
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return new_state;
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}
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/**
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* @brief Get or create a thread state for a session
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* @param session_id The session identifier
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* @return PyThreadState for the session
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*/
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PyThreadState* get_session_state(const std::string& session_id) const {
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// Try to get existing session state with read lock
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PyThreadState* state = get_existing_session_state(session_id);
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if (state) {
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return state;
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}
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// If it doesn't exist, create a new session (will use write lock)
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return create_session_state(session_id);
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}
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#endif
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/**
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* @brief Execute Python code in the context of a specific session with timeout
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* @param input JSON object containing Python code
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* @param session_id The session identifier
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* @return JSON object with execution results
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*/
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mcp::json forward(const mcp::json& input, const std::string& session_id) {
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#ifdef PYTHON_FOUND
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if (!is_initialized) {
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return mcp::json{{"error", "Python interpreter not properly initialized"}};
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}
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unsigned int timeout_ms = DEFAULT_TIMEOUT_MS;
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if (input.contains("timeout_ms") && input["timeout_ms"].is_number()) {
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timeout_ms = input["timeout_ms"].get<unsigned int>();
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}
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std::packaged_task<mcp::json()> task([this, &input, session_id]() {
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mcp::json thread_result;
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PyThreadState* tstate = nullptr;
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try {
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tstate = get_session_state(session_id);
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} catch (const std::exception& e) {
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return mcp::json{{"error", e.what()}};
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}
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PyEval_RestoreThread(tstate);
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try {
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if (input.contains("code") && input["code"].is_string()) {
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std::string code = input["code"].get<std::string>();
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PyObject *main_module = PyImport_AddModule("__main__");
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PyObject *main_dict = PyModule_GetDict(main_module);
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PyObject *io_module = PyImport_ImportModule("io");
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PyObject *string_io = PyObject_GetAttrString(io_module, "StringIO");
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PyObject *sys_stdout = PyObject_CallObject(string_io, nullptr);
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PyObject *sys_stderr = PyObject_CallObject(string_io, nullptr);
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PySys_SetObject("stdout", sys_stdout);
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PySys_SetObject("stderr", sys_stderr);
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PyObject *result = PyRun_String(code.c_str(), Py_file_input, main_dict, main_dict);
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if (!result) PyErr_Print();
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Py_XDECREF(result);
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PyObject *out_value = PyObject_CallMethod(sys_stdout, "getvalue", nullptr);
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PyObject *err_value = PyObject_CallMethod(sys_stderr, "getvalue", nullptr);
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std::string output = out_value && PyUnicode_Check(out_value) ? PyUnicode_AsUTF8(out_value) : "";
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std::string error = err_value && PyUnicode_Check(err_value) ? PyUnicode_AsUTF8(err_value) : "";
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Py_XDECREF(out_value);
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Py_XDECREF(err_value);
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Py_DECREF(sys_stdout);
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Py_DECREF(sys_stderr);
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Py_DECREF(string_io);
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Py_DECREF(io_module);
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if (!output.empty()) thread_result["output"] = output;
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if (!error.empty()) thread_result["error"] = error;
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if (thread_result.empty()) {
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thread_result["warning"] = "No output generated. Consider using print statements.";
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}
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} else {
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thread_result["error"] = "Invalid parameters or code not provided";
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}
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} catch (const std::exception& e) {
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thread_result["error"] = std::string("Python execution exception: ") + e.what();
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}
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tstate = PyEval_SaveThread(); // Save thread state and release GIL
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return thread_result;
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});
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auto future = task.get_future();
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std::thread execution_thread(std::move(task));
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if (future.wait_for(std::chrono::milliseconds(timeout_ms)) == std::future_status::timeout) {
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if (execution_thread.joinable()) execution_thread.detach(); // detach to prevent zombie threads
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return mcp::json{{"error", "Python execution timed out after " + std::to_string(timeout_ms) + "ms"}};
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}
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if (execution_thread.joinable()) execution_thread.join(); // Join thread if it's still running
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return future.get();
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#else
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return mcp::json{{"error", "Python interpreter not available"}};
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#endif
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}
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/**
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* @brief Clean up a session and remove its thread state
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* @param session_id The session identifier to clean up
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*/
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void cleanup_session(const std::string& session_id) {
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#ifdef PYTHON_FOUND
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std::unique_lock<std::shared_mutex> lock(py_mutex);
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auto it = session_states.find(session_id);
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if (it != session_states.end()) {
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PyThreadState* state = it->second;
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PyEval_RestoreThread(state);
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Py_EndInterpreter(state); // Properly end the child interpreter
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session_states.erase(it);
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PyEval_SaveThread(); // Restore the main thread's GIL release state
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}
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#endif
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}
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};
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// Global Python interpreter instance
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static python_interpreter interpreter;
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// Python execution tool handler function
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mcp::json python_execute_handler(const mcp::json& args, const std::string& session_id) {
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if (!args.contains("code")) {
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throw mcp::mcp_exception(mcp::error_code::invalid_params, "Missing 'code' parameter");
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}
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try {
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// Use Python interpreter to execute code with session context and timeout
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mcp::json result = interpreter.forward(args, session_id);
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return {{
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{"type", "text"},
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{"text", result.dump(2)}
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}};
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} catch (const std::exception& e) {
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throw mcp::mcp_exception(mcp::error_code::internal_error,
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"Failed to execute Python code: " + std::string(e.what()));
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}
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}
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// Register the PythonExecute tool
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void register_python_execute_tool(mcp::server& server) {
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mcp::tool python_tool = mcp::tool_builder("python_execute")
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.with_description("Executes Python code string. Note: Only print outputs are visible, function return values are not captured. Use print statements to see results.")
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.with_string_param("code", "The Python code to execute. Note: Use absolute file paths if code will read/write files.", true)
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.with_number_param("timeout_ms", "Timeout in milliseconds for code execution (default: 30000)", false)
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.build();
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server.register_tool(python_tool, python_execute_handler);
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// Register session cleanup handler
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server.register_session_cleanup("python_execute", [](const std::string& session_id) {
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interpreter.cleanup_session(session_id);
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});
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} |