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import asyncio
from dataclasses import dataclass
import re
import shlex
import time

from helpers.tool import Tool, Response
from helpers import files, rfc_exchange, projects, runtime, secrets, settings
from helpers.print_style import PrintStyle
from helpers.strings import truncate_text as truncate_text_string
from helpers.messages import truncate_text as truncate_text_agent
from helpers import plugins

from plugins._code_execution.helpers.shell_local import LocalInteractiveSession
from plugins._code_execution.helpers.shell_ssh import SSHInteractiveSession


@dataclass
class ShellWrap:
    id: int
    session: LocalInteractiveSession | SSHInteractiveSession
    running: bool


@dataclass
class State:
    ssh_enabled: bool
    shells: dict[int, ShellWrap]


class CodeExecution(Tool):

    async def execute(self, **kwargs) -> Response:

        await self.agent.handle_intervention()  # wait for intervention and handle it, if paused

        runtime_arg = self.args.get("runtime", "").lower().strip()
        session = int(self.args.get("session", 0))
        self.allow_running = bool(self.args.get("allow_running", False))
        reset = bool(self.args.get("reset", False) or runtime_arg == "reset")

        cfg = _get_config(self.agent)

        if runtime_arg == "python":
            response = await self.execute_python_code(
                cfg, code=self.args["code"], session=session, reset=reset
            )
        elif runtime_arg == "nodejs":
            response = await self.execute_nodejs_code(
                cfg, code=self.args["code"], session=session, reset=reset
            )
        elif runtime_arg == "terminal":
            response = await self.execute_terminal_command(
                cfg, command=self.args["code"], session=session, reset=reset
            )
        elif runtime_arg == "output":
            response = await self.get_terminal_output(
                cfg, session=session, timeouts=cfg["output_timeouts"]
            )
        elif runtime_arg == "reset":
            response = await self.reset_terminal(cfg, session=session)
        else:
            response = self.agent.read_prompt(
                "fw.code.runtime_wrong.md", runtime=runtime_arg
            )

        if not response:
            response = self.agent.read_prompt(
                "fw.code.info.md", info=self.agent.read_prompt("fw.code.no_output.md")
            )
        return Response(message=response, break_loop=False)

    def get_log_object(self):
        import uuid
        return self.agent.context.log.log(
            type="code_exe",
            heading=self.get_heading(),
            content="",
            kvps=self.args,
            id=str(uuid.uuid4()),
        )

    def get_heading(self, text: str = ""):
        if not text:
            text = f"{self.name} - {self.args['runtime'] if 'runtime' in self.args else 'unknown'}"
        session = self.args.get("session", None)
        session_text = f"[{session}] " if session or session == 0 else ""
        return f"icon://terminal {session_text}{truncate_text_string(text, 200)}"

    async def after_execution(self, response, **kwargs):
        self.agent.hist_add_tool_result(self.name, response.message, id=self.log.id if self.log else "", **(response.additional or {}))

    async def prepare_state(self, cfg: dict, reset=False, session: int | None = None):
        self.state: State | None = self.agent.get_data("_cet_state")
        ssh_enabled = cfg["ssh_enabled"]

        # always reset state when ssh_enabled changes
        if not self.state or self.state.ssh_enabled != ssh_enabled:
            shells: dict[int, ShellWrap] = {}
        else:
            shells = self.state.shells.copy()

        # Only reset the specified session if provided
        if reset and session is not None and session in shells:
            await shells[session].session.close()
            del shells[session]
        elif reset and not session:
            # Close all sessions if full reset requested
            for s in list(shells.keys()):
                await shells[s].session.close()
            shells = {}

        # initialize local or remote interactive shell interface for session if needed
        if session is not None and session not in shells:
            cwd = await self.ensure_cwd()
            if ssh_enabled:
                ssh_pass = await _resolve_ssh_pass(cfg["ssh_pass"])
                shell = SSHInteractiveSession(
                    self.agent.context.log,
                    cfg["ssh_addr"],
                    cfg["ssh_port"],
                    cfg["ssh_user"],
                    ssh_pass,
                    cwd=cwd,
                )
            else:
                shell = LocalInteractiveSession(cwd=cwd)

            shells[session] = ShellWrap(id=session, session=shell, running=False)
            await shell.connect()

        self.state = State(shells=shells, ssh_enabled=ssh_enabled)
        self.agent.set_data("_cet_state", self.state)
        return self.state

    async def execute_python_code(self, cfg: dict, session: int, code: str, reset: bool = False):
        escaped_code = shlex.quote(code)
        command = f"ipython -c {escaped_code}"
        prefix = "python> " + self.format_command_for_output(code) + "\n\n"
        return await self.terminal_session(cfg, session, command, reset, prefix)

    async def execute_nodejs_code(self, cfg: dict, session: int, code: str, reset: bool = False):
        escaped_code = shlex.quote(code)
        command = f"node /exe/node_eval.js {escaped_code}"
        prefix = "node> " + self.format_command_for_output(code) + "\n\n"
        return await self.terminal_session(cfg, session, command, reset, prefix)

    async def execute_terminal_command(
        self, cfg: dict, session: int, command: str, reset: bool = False
    ):
        prefix = (
            ("bash>" if not runtime.is_windows() or cfg["ssh_enabled"] else "PS>")
            + self.format_command_for_output(command)
            + "\n\n"
        )
        return await self.terminal_session(cfg, session, command, reset, prefix)

    async def terminal_session(
        self, cfg: dict, session: int, command: str, reset: bool = False, prefix: str = "", timeouts: dict | None = None
    ):
        self.state = await self.prepare_state(cfg, reset=reset, session=session)

        await self.agent.handle_intervention()  # wait for intervention and handle it, if paused

        # Check if session is running and handle it
        if not self.allow_running:
            if response := await self.handle_running_session(cfg, session):
                return response

        # try again on lost connection
        for i in range(2):
            try:
                self.state.shells[session].running = True
                await self.state.shells[session].session.send_command(command)

                locl = (
                    " (local)"
                    if isinstance(self.state.shells[session].session, LocalInteractiveSession)
                    else (
                        " (remote)"
                        if isinstance(self.state.shells[session].session, SSHInteractiveSession)
                        else " (unknown)"
                    )
                )

                PrintStyle(
                    background_color="white", font_color="#1B4F72", bold=True
                ).print(f"{self.agent.agent_name} code execution output{locl}")
                return await self.get_terminal_output(
                    cfg,
                    session=session,
                    prefix=prefix,
                    timeouts=(timeouts or cfg["code_exec_timeouts"]),
                )

            except Exception as e:
                if i == 1:
                    PrintStyle.error(str(e))
                    await self.prepare_state(cfg, reset=True, session=session)
                    continue
                else:
                    raise e

    def format_command_for_output(self, command: str):
        short_cmd = command[:250]
        short_cmd = " ".join(short_cmd.split())
        short_cmd = secrets.get_secrets_manager(self.agent.context).mask_values(short_cmd)
        short_cmd = truncate_text_string(short_cmd, 100)
        return f"{short_cmd}"

    async def get_terminal_output(
        self,
        cfg: dict,
        session=0,
        reset_full_output=True,
        first_output_timeout=30,
        between_output_timeout=15,
        dialog_timeout=5,
        max_exec_timeout=180,
        sleep_time=0.5,
        prefix="",
        timeouts: dict | None = None,
    ):
        self.state = await self.prepare_state(cfg, session=session)

        # Override timeouts if a dict is provided
        if timeouts:
            first_output_timeout = timeouts.get("first_output_timeout", first_output_timeout)
            between_output_timeout = timeouts.get("between_output_timeout", between_output_timeout)
            dialog_timeout = timeouts.get("dialog_timeout", dialog_timeout)
            max_exec_timeout = timeouts.get("max_exec_timeout", max_exec_timeout)

        prompt_patterns = cfg["prompt_patterns"]
        dialog_patterns = cfg["dialog_patterns"]

        start_time = time.time()
        last_output_time = start_time
        full_output = ""
        truncated_output = ""
        got_output = False

        # if prefix, log right away
        if prefix:
            self.log.update(content=prefix)

        while True:
            await asyncio.sleep(sleep_time)
            full_output, partial_output = await self.state.shells[session].session.read_output(
                timeout=1, reset_full_output=reset_full_output
            )
            reset_full_output = False  # only reset once

            await self.agent.handle_intervention()

            now = time.time()
            if partial_output:
                PrintStyle(font_color="#85C1E9").stream(partial_output)
                truncated_output = self.fix_full_output(full_output)
                self.set_progress(truncated_output)
                heading = self.get_heading_from_output(truncated_output, 0)
                self.log.update(content=prefix + truncated_output, heading=heading)
                last_output_time = now
                got_output = True

                # Check for shell prompt at the end of output
                last_lines = (
                    truncated_output.splitlines()[-3:] if truncated_output else []
                )
                last_lines.reverse()
                for idx, line in enumerate(last_lines):
                    line = line.strip()
                    line = line if len(line) <= 500 else line[:250] + line[-250:] # only check start and end on long lines
                    for pat in prompt_patterns:
                        if pat.search(line):
                            PrintStyle.info(
                                "Detected shell prompt, returning output early."
                            )
                            last_lines.reverse()
                            heading = self.get_heading_from_output(
                                "\n".join(last_lines), idx + 1, True
                            )
                            self.log.update(heading=heading)
                            self.mark_session_idle(session)
                            return truncated_output

            # Check for max execution time
            if now - start_time > max_exec_timeout:
                sysinfo = self.agent.read_prompt(
                    "fw.code.max_time.md", timeout=max_exec_timeout
                )
                response = self.agent.read_prompt("fw.code.info.md", info=sysinfo)
                if truncated_output:
                    response = truncated_output + "\n\n" + response
                PrintStyle.warning(sysinfo)
                heading = self.get_heading_from_output(truncated_output, 0)
                self.log.update(content=prefix + response, heading=heading)
                return response

            # Waiting for first output
            if not got_output:
                if now - start_time > first_output_timeout:
                    sysinfo = self.agent.read_prompt(
                        "fw.code.no_out_time.md", timeout=first_output_timeout
                    )
                    response = self.agent.read_prompt("fw.code.info.md", info=sysinfo)
                    PrintStyle.warning(sysinfo)
                    self.log.update(content=prefix + response)
                    return response
            else:
                # Waiting for more output after first output
                if now - last_output_time > between_output_timeout:
                    sysinfo = self.agent.read_prompt(
                        "fw.code.pause_time.md", timeout=between_output_timeout
                    )
                    response = self.agent.read_prompt("fw.code.info.md", info=sysinfo)
                    if truncated_output:
                        response = truncated_output + "\n\n" + response
                    PrintStyle.warning(sysinfo)
                    heading = self.get_heading_from_output(truncated_output, 0)
                    self.log.update(content=prefix + response, heading=heading)
                    return response

                # potential dialog detection
                if now - last_output_time > dialog_timeout:
                    last_lines = (
                        truncated_output.splitlines()[-2:] if truncated_output else []
                    )
                    for line in last_lines:
                        for pat in dialog_patterns:
                            if pat.search(line.strip()):
                                PrintStyle.info(
                                    "Detected dialog prompt, returning output early."
                                )

                                sysinfo = self.agent.read_prompt(
                                    "fw.code.pause_dialog.md", timeout=dialog_timeout
                                )
                                response = self.agent.read_prompt(
                                    "fw.code.info.md", info=sysinfo
                                )
                                if truncated_output:
                                    response = truncated_output + "\n\n" + response
                                PrintStyle.warning(sysinfo)
                                heading = self.get_heading_from_output(
                                    truncated_output, 0
                                )
                                self.log.update(
                                    content=prefix + response, heading=heading
                                )
                                return response

    async def handle_running_session(
        self,
        cfg: dict,
        session=0,
        reset_full_output=True,
        prefix=""
    ):
        if not self.state or session not in self.state.shells:
            return None
        if not self.state.shells[session].running:
            return None

        prompt_patterns = cfg["prompt_patterns"]
        dialog_patterns = cfg["dialog_patterns"]

        full_output, _ = await self.state.shells[session].session.read_output(
            timeout=1, reset_full_output=reset_full_output
        )
        truncated_output = self.fix_full_output(full_output)
        self.set_progress(truncated_output)
        heading = self.get_heading_from_output(truncated_output, 0)

        last_lines = (
            truncated_output.splitlines()[-3:] if truncated_output else []
        )
        last_lines.reverse()
        for line in last_lines:
            for pat in prompt_patterns:
                if pat.search(line.strip()):
                    PrintStyle.info(
                        "Detected shell prompt, returning output early."
                    )
                    self.mark_session_idle(session)
                    return None

        has_dialog = False
        for line in last_lines:
            for pat in dialog_patterns:
                if pat.search(line.strip()):
                    has_dialog = True
                    break
            if has_dialog:
                break

        if has_dialog:
            sys_info = self.agent.read_prompt("fw.code.pause_dialog.md", timeout=1)
        else:
            sys_info = self.agent.read_prompt("fw.code.running.md", session=session)

        response = self.agent.read_prompt("fw.code.info.md", info=sys_info)
        if truncated_output:
            response = truncated_output + "\n\n" + response
        PrintStyle(font_color="#FFA500", bold=True).print(response)
        self.log.update(content=prefix + response, heading=heading)
        return response

    def mark_session_idle(self, session: int = 0):
        if self.state and session in self.state.shells:
            self.state.shells[session].running = False

    async def reset_terminal(self, cfg: dict, session=0, reason: str | None = None):
        if reason:
            PrintStyle(font_color="#FFA500", bold=True).print(
                f"Resetting terminal session {session}... Reason: {reason}"
            )
        else:
            PrintStyle(font_color="#FFA500", bold=True).print(
                f"Resetting terminal session {session}..."
            )

        await self.prepare_state(cfg, reset=True, session=session)
        response = self.agent.read_prompt(
            "fw.code.info.md", info=self.agent.read_prompt("fw.code.reset.md")
        )
        self.log.update(content=response)
        return response

    def get_heading_from_output(self, output: str, skip_lines=0, done=False):
        done_icon = " icon://done_all" if done else ""

        if not output:
            return self.get_heading() + done_icon

        lines = output.splitlines()
        for i in range(len(lines) - skip_lines - 1, -1, -1):
            line = lines[i].strip()
            if not line:
                continue
            return self.get_heading(line) + done_icon

        return self.get_heading() + done_icon

    def fix_full_output(self, output: str):
        output = re.sub(r"(?<!\\)\\x[0-9A-Fa-f]{2}", "", output)
        output = truncate_text_agent(agent=self.agent, output=output, threshold=1000000)
        return output

    async def ensure_cwd(self) -> str | None:
        project_name = projects.get_context_project_name(self.agent.context)
        if project_name:
            path = projects.get_project_folder(project_name)
        else:
            set = settings.get_settings()
            path = set.get("workdir_path")

        if not path:
            return None

        normalized = files.normalize_a0_path(path)
        await runtime.call_development_function(make_dir, normalized)
        return normalized


# ------------------------------------------------------------------
# Internal
# ------------------------------------------------------------------

def _resolve_ssh_enabled(raw_value) -> bool:
    val = str(raw_value).strip().lower()
    if val == "auto":
        return not runtime.is_dockerized()
    return val in ("true", "1", "yes", "on")


def _resolve_ssh_addr(cfg_addr: str) -> str:
    if cfg_addr:
        return cfg_addr
    set = settings.get_settings()
    host = set.get("rfc_url", "localhost")
    if "//" in host:
        host = host.split("//")[1]
    if ":" in host:
        host = host.split(":")[0]
    if host.endswith("/"):
        host = host.rstrip("/")
    return host or "localhost"


async def _resolve_ssh_pass(cfg_pass: str) -> str:
    if cfg_pass:
        return cfg_pass
    return await rfc_exchange.get_root_password()


def _parse_patterns(raw, flags=0) -> list[re.Pattern]:
    lines = [str(p) for p in raw] if isinstance(raw, list) else str(raw).splitlines()
    return [re.compile(p.strip(), flags) for p in lines if p.strip()]


_TIMEOUT_KEYS = ("first_output_timeout", "between_output_timeout", "max_exec_timeout", "dialog_timeout")


def _parse_timeouts(cfg: dict, prefix: str, defaults: tuple[int, ...]) -> dict:
    return {
        key: int(cfg.get(f"{prefix}_{key}", default))
        for key, default in zip(_TIMEOUT_KEYS, defaults)
    }


def _get_config(agent) -> dict:
    cfg = plugins.get_plugin_config("_code_execution", agent=agent) or {}

    return {
        "ssh_enabled": _resolve_ssh_enabled(cfg.get("ssh_enabled", "auto")),
        "ssh_addr": _resolve_ssh_addr(str(cfg.get("ssh_addr", ""))),
        "ssh_port": int(cfg.get("ssh_port", 55022)),
        "ssh_user": str(cfg.get("ssh_user", "root")),
        "ssh_pass": str(cfg.get("ssh_pass", "")),
        "code_exec_timeouts": _parse_timeouts(cfg, "code_exec", (30, 15, 180, 5)),
        "output_timeouts": _parse_timeouts(cfg, "output", (90, 45, 300, 5)),
        "prompt_patterns": _parse_patterns(cfg.get("prompt_patterns", "")),
        "dialog_patterns": _parse_patterns(cfg.get("dialog_patterns", ""), re.IGNORECASE),
    }


def make_dir(path: str):
    import os
    os.makedirs(path, exist_ok=True)