| | import inspect |
| | import os |
| | from abc import ABC |
| | from collections.abc import Iterable |
| | from dataclasses import dataclass |
| | from types import TracebackType |
| | from typing import TYPE_CHECKING, Any, Protocol, Self, TypeVar |
| |
|
| | from mcp.server.fastmcp.utilities.func_metadata import FuncMetadata, func_metadata |
| | from sensai.util import logging |
| | from sensai.util.string import dict_string |
| |
|
| | from serena.project import Project |
| | from serena.prompt_factory import PromptFactory |
| | from serena.symbol import LanguageServerSymbolRetriever |
| | from serena.util.class_decorators import singleton |
| | from serena.util.inspection import iter_subclasses |
| | from solidlsp.ls_exceptions import SolidLSPException |
| |
|
| | if TYPE_CHECKING: |
| | from serena.agent import LinesRead, MemoriesManager, SerenaAgent |
| | from serena.code_editor import CodeEditor |
| |
|
| | log = logging.getLogger(__name__) |
| | T = TypeVar("T") |
| | SUCCESS_RESULT = "OK" |
| |
|
| |
|
| | class Component(ABC): |
| | def __init__(self, agent: "SerenaAgent"): |
| | self.agent = agent |
| |
|
| | def get_project_root(self) -> str: |
| | """ |
| | :return: the root directory of the active project, raises a ValueError if no active project configuration is set |
| | """ |
| | return self.agent.get_project_root() |
| |
|
| | @property |
| | def prompt_factory(self) -> PromptFactory: |
| | return self.agent.prompt_factory |
| |
|
| | @property |
| | def memories_manager(self) -> "MemoriesManager": |
| | assert self.agent.memories_manager is not None |
| | return self.agent.memories_manager |
| |
|
| | def create_language_server_symbol_retriever(self) -> LanguageServerSymbolRetriever: |
| | if not self.agent.is_using_language_server(): |
| | raise Exception("Cannot create LanguageServerSymbolRetriever; agent is not in language server mode.") |
| | language_server = self.agent.language_server |
| | assert language_server is not None |
| | return LanguageServerSymbolRetriever(language_server, agent=self.agent) |
| |
|
| | @property |
| | def project(self) -> Project: |
| | return self.agent.get_active_project_or_raise() |
| |
|
| | def create_code_editor(self) -> "CodeEditor": |
| | from ..code_editor import JetBrainsCodeEditor, LanguageServerCodeEditor |
| |
|
| | if self.agent.is_using_language_server(): |
| | return LanguageServerCodeEditor(self.create_language_server_symbol_retriever(), agent=self.agent) |
| | else: |
| | return JetBrainsCodeEditor(project=self.project, agent=self.agent) |
| |
|
| | @property |
| | def lines_read(self) -> "LinesRead": |
| | assert self.agent.lines_read is not None |
| | return self.agent.lines_read |
| |
|
| |
|
| | class ToolMarker: |
| | """ |
| | Base class for tool markers. |
| | """ |
| |
|
| |
|
| | class ToolMarkerCanEdit(ToolMarker): |
| | """ |
| | Marker class for all tools that can perform editing operations on files. |
| | """ |
| |
|
| |
|
| | class ToolMarkerDoesNotRequireActiveProject(ToolMarker): |
| | pass |
| |
|
| |
|
| | class ToolMarkerOptional(ToolMarker): |
| | """ |
| | Marker class for optional tools that are disabled by default. |
| | """ |
| |
|
| |
|
| | class ToolMarkerSymbolicRead(ToolMarker): |
| | """ |
| | Marker class for tools that perform symbol read operations. |
| | """ |
| |
|
| |
|
| | class ToolMarkerSymbolicEdit(ToolMarkerCanEdit): |
| | """ |
| | Marker class for tools that perform symbolic edit operations. |
| | """ |
| |
|
| |
|
| | class ApplyMethodProtocol(Protocol): |
| | """Callable protocol for the apply method of a tool.""" |
| |
|
| | def __call__(self, *args: Any, **kwargs: Any) -> str: |
| | pass |
| |
|
| |
|
| | class Tool(Component): |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| |
|
| | @classmethod |
| | def get_name_from_cls(cls) -> str: |
| | name = cls.__name__ |
| | if name.endswith("Tool"): |
| | name = name[:-4] |
| | |
| | name = "".join(["_" + c.lower() if c.isupper() else c for c in name]).lstrip("_") |
| | return name |
| |
|
| | def get_name(self) -> str: |
| | return self.get_name_from_cls() |
| |
|
| | def get_apply_fn(self) -> ApplyMethodProtocol: |
| | apply_fn = getattr(self, "apply") |
| | if apply_fn is None: |
| | raise RuntimeError(f"apply not defined in {self}. Did you forget to implement it?") |
| | return apply_fn |
| |
|
| | @classmethod |
| | def can_edit(cls) -> bool: |
| | """ |
| | Returns whether this tool can perform editing operations on code. |
| | |
| | :return: True if the tool can edit code, False otherwise |
| | """ |
| | return issubclass(cls, ToolMarkerCanEdit) |
| |
|
| | @classmethod |
| | def get_tool_description(cls) -> str: |
| | docstring = cls.__doc__ |
| | if docstring is None: |
| | return "" |
| | return docstring.strip() |
| |
|
| | @classmethod |
| | def get_apply_docstring_from_cls(cls) -> str: |
| | """Get the docstring for the apply method from the class (static metadata). |
| | Needed for creating MCP tools in a separate process without running into serialization issues. |
| | """ |
| | |
| | if "apply" in cls.__dict__: |
| | apply_fn = cls.__dict__["apply"] |
| | else: |
| | |
| | apply_fn = getattr(cls, "apply", None) |
| | if apply_fn is None: |
| | raise AttributeError(f"apply method not defined in {cls}. Did you forget to implement it?") |
| |
|
| | docstring = apply_fn.__doc__ |
| | if not docstring: |
| | raise AttributeError(f"apply method has no (or empty) docstring in {cls}. Did you forget to implement it?") |
| | return docstring.strip() |
| |
|
| | def get_apply_docstring(self) -> str: |
| | """Gets the docstring for the tool application, used by the MCP server.""" |
| | return self.get_apply_docstring_from_cls() |
| |
|
| | def get_apply_fn_metadata(self) -> FuncMetadata: |
| | """Gets the metadata for the tool application function, used by the MCP server.""" |
| | return self.get_apply_fn_metadata_from_cls() |
| |
|
| | @classmethod |
| | def get_apply_fn_metadata_from_cls(cls) -> FuncMetadata: |
| | """Get the metadata for the apply method from the class (static metadata). |
| | Needed for creating MCP tools in a separate process without running into serialization issues. |
| | """ |
| | |
| | if "apply" in cls.__dict__: |
| | apply_fn = cls.__dict__["apply"] |
| | else: |
| | |
| | apply_fn = getattr(cls, "apply", None) |
| | if apply_fn is None: |
| | raise AttributeError(f"apply method not defined in {cls}. Did you forget to implement it?") |
| |
|
| | return func_metadata(apply_fn, skip_names=["self", "cls"]) |
| |
|
| | def _log_tool_application(self, frame: Any) -> None: |
| | params = {} |
| | ignored_params = {"self", "log_call", "catch_exceptions", "args", "apply_fn"} |
| | for param, value in frame.f_locals.items(): |
| | if param in ignored_params: |
| | continue |
| | if param == "kwargs": |
| | params.update(value) |
| | else: |
| | params[param] = value |
| | log.info(f"{self.get_name_from_cls()}: {dict_string(params)}") |
| |
|
| | def _limit_length(self, result: str, max_answer_chars: int) -> str: |
| | if max_answer_chars == -1: |
| | max_answer_chars = self.agent.serena_config.default_max_tool_answer_chars |
| | if max_answer_chars <= 0: |
| | raise ValueError(f"Must be positive or the default (-1), got: {max_answer_chars=}") |
| | if (n_chars := len(result)) > max_answer_chars: |
| | result = ( |
| | f"The answer is too long ({n_chars} characters). " |
| | + "Please try a more specific tool query or raise the max_answer_chars parameter." |
| | ) |
| | return result |
| |
|
| | def is_active(self) -> bool: |
| | return self.agent.tool_is_active(self.__class__) |
| |
|
| | def apply_ex(self, log_call: bool = True, catch_exceptions: bool = True, **kwargs) -> str: |
| | """ |
| | Applies the tool with logging and exception handling, using the given keyword arguments |
| | """ |
| |
|
| | def task() -> str: |
| | apply_fn = self.get_apply_fn() |
| |
|
| | try: |
| | if not self.is_active(): |
| | return f"Error: Tool '{self.get_name_from_cls()}' is not active. Active tools: {self.agent.get_active_tool_names()}" |
| | except Exception as e: |
| | return f"RuntimeError while checking if tool {self.get_name_from_cls()} is active: {e}" |
| |
|
| | if log_call: |
| | self._log_tool_application(inspect.currentframe()) |
| | try: |
| | |
| | if not isinstance(self, ToolMarkerDoesNotRequireActiveProject): |
| | if self.agent._active_project is None: |
| | return ( |
| | "Error: No active project. Ask to user to select a project from this list: " |
| | + f"{self.agent.serena_config.project_names}" |
| | ) |
| | if self.agent.is_using_language_server() and not self.agent.is_language_server_running(): |
| | log.info("Language server is not running. Starting it ...") |
| | self.agent.reset_language_server() |
| |
|
| | |
| | try: |
| | result = apply_fn(**kwargs) |
| | except SolidLSPException as e: |
| | if e.is_language_server_terminated(): |
| | log.error(f"Language server terminated while executing tool ({e}). Restarting the language server and retrying ...") |
| | self.agent.reset_language_server() |
| | result = apply_fn(**kwargs) |
| | else: |
| | raise |
| |
|
| | |
| | self.agent.record_tool_usage_if_enabled(kwargs, result, self) |
| |
|
| | except Exception as e: |
| | if not catch_exceptions: |
| | raise |
| | msg = f"Error executing tool: {e}" |
| | log.error(f"Error executing tool: {e}", exc_info=e) |
| | result = msg |
| |
|
| | if log_call: |
| | log.info(f"Result: {result}") |
| |
|
| | try: |
| | if self.agent.language_server is not None: |
| | self.agent.language_server.save_cache() |
| | except Exception as e: |
| | log.error(f"Error saving language server cache: {e}") |
| |
|
| | return result |
| |
|
| | future = self.agent.issue_task(task, name=self.__class__.__name__) |
| | return future.result(timeout=self.agent.serena_config.tool_timeout) |
| |
|
| |
|
| | class EditedFileContext: |
| | """ |
| | Context manager for file editing. |
| | |
| | Create the context, then use `set_updated_content` to set the new content, the original content |
| | being provided in `original_content`. |
| | When exiting the context without an exception, the updated content will be written back to the file. |
| | """ |
| |
|
| | def __init__(self, relative_path: str, agent: "SerenaAgent"): |
| | self._project = agent.get_active_project() |
| | assert self._project is not None |
| | self._abs_path = os.path.join(self._project.project_root, relative_path) |
| | if not os.path.isfile(self._abs_path): |
| | raise FileNotFoundError(f"File {self._abs_path} does not exist.") |
| | with open(self._abs_path, encoding=self._project.project_config.encoding) as f: |
| | self._original_content = f.read() |
| | self._updated_content: str | None = None |
| |
|
| | def __enter__(self) -> Self: |
| | return self |
| |
|
| | def get_original_content(self) -> str: |
| | """ |
| | :return: the original content of the file before any modifications. |
| | """ |
| | return self._original_content |
| |
|
| | def set_updated_content(self, content: str) -> None: |
| | """ |
| | Sets the updated content of the file, which will be written back to the file |
| | when the context is exited without an exception. |
| | |
| | :param content: the updated content of the file |
| | """ |
| | self._updated_content = content |
| |
|
| | def __exit__(self, exc_type: type[BaseException] | None, exc_value: BaseException | None, traceback: TracebackType | None) -> None: |
| | if self._updated_content is not None and exc_type is None: |
| | assert self._project is not None |
| | with open(self._abs_path, "w", encoding=self._project.project_config.encoding) as f: |
| | f.write(self._updated_content) |
| | log.info(f"Updated content written to {self._abs_path}") |
| | |
| | |
| |
|
| |
|
| | @dataclass(kw_only=True) |
| | class RegisteredTool: |
| | tool_class: type[Tool] |
| | is_optional: bool |
| | tool_name: str |
| |
|
| |
|
| | @singleton |
| | class ToolRegistry: |
| | def __init__(self) -> None: |
| | self._tool_dict: dict[str, RegisteredTool] = {} |
| | for cls in iter_subclasses(Tool): |
| | if not cls.__module__.startswith("serena.tools"): |
| | continue |
| | is_optional = issubclass(cls, ToolMarkerOptional) |
| | name = cls.get_name_from_cls() |
| | if name in self._tool_dict: |
| | raise ValueError(f"Duplicate tool name found: {name}. Tool classes must have unique names.") |
| | self._tool_dict[name] = RegisteredTool(tool_class=cls, is_optional=is_optional, tool_name=name) |
| |
|
| | def get_tool_class_by_name(self, tool_name: str) -> type[Tool]: |
| | return self._tool_dict[tool_name].tool_class |
| |
|
| | def get_all_tool_classes(self) -> list[type[Tool]]: |
| | return list(t.tool_class for t in self._tool_dict.values()) |
| |
|
| | def get_tool_classes_default_enabled(self) -> list[type[Tool]]: |
| | """ |
| | :return: the list of tool classes that are enabled by default (i.e. non-optional tools). |
| | """ |
| | return [t.tool_class for t in self._tool_dict.values() if not t.is_optional] |
| |
|
| | def get_tool_classes_optional(self) -> list[type[Tool]]: |
| | """ |
| | :return: the list of tool classes that are optional (i.e. disabled by default). |
| | """ |
| | return [t.tool_class for t in self._tool_dict.values() if t.is_optional] |
| |
|
| | def get_tool_names_default_enabled(self) -> list[str]: |
| | """ |
| | :return: the list of tool names that are enabled by default (i.e. non-optional tools). |
| | """ |
| | return [t.tool_name for t in self._tool_dict.values() if not t.is_optional] |
| |
|
| | def get_tool_names_optional(self) -> list[str]: |
| | """ |
| | :return: the list of tool names that are optional (i.e. disabled by default). |
| | """ |
| | return [t.tool_name for t in self._tool_dict.values() if t.is_optional] |
| |
|
| | def get_tool_names(self) -> list[str]: |
| | """ |
| | :return: the list of all tool names. |
| | """ |
| | return list(self._tool_dict.keys()) |
| |
|
| | def print_tool_overview( |
| | self, tools: Iterable[type[Tool] | Tool] | None = None, include_optional: bool = False, only_optional: bool = False |
| | ) -> None: |
| | """ |
| | Print a summary of the tools. If no tools are passed, a summary of the selection of tools (all, default or only optional) is printed. |
| | """ |
| | if tools is None: |
| | if only_optional: |
| | tools = self.get_tool_classes_optional() |
| | elif include_optional: |
| | tools = self.get_all_tool_classes() |
| | else: |
| | tools = self.get_tool_classes_default_enabled() |
| |
|
| | tool_dict: dict[str, type[Tool] | Tool] = {} |
| | for tool_class in tools: |
| | tool_dict[tool_class.get_name_from_cls()] = tool_class |
| | for tool_name in sorted(tool_dict.keys()): |
| | tool_class = tool_dict[tool_name] |
| | print(f" * `{tool_name}`: {tool_class.get_tool_description().strip()}") |
| |
|
| | def is_valid_tool_name(self, tool_name: str) -> bool: |
| | return tool_name in self._tool_dict |
| |
|