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import importlib.util
import json
import math
import os
import threading
import time
import urllib.error
import urllib.request
from dataclasses import dataclass
from pathlib import Path
from typing import Any, Dict, Optional, Tuple

try:
    from websockets.sync.client import connect
except Exception as e:  # pragma: no cover - optional dependency
    print(f"[Nova] WARNING: Failed to import websockets: {type(e).__name__}: {e}")
    print(f"[Nova] Install websockets with: pip install websockets")
    connect = None


def _load_local_env_module():
    try:
        from robots.ur5 import env_loader
    except ImportError:
        env_path = Path(__file__).resolve().parent / "env_loader.py"
        spec = importlib.util.spec_from_file_location("robots.ur5.env_loader", env_path)
        module = importlib.util.module_from_spec(spec)
        spec.loader.exec_module(module)
        env_loader = module
    env_loader.load_local_env()


_load_local_env_module()


@dataclass
class NovaApiConfig:
    instance_url: str
    access_token: str
    cell_id: str
    controller_id: str
    motion_group_id: str
    motion_group_model: Optional[str] = None
    tcp_name: Optional[str] = None
    response_rate_ms: int = 200

    @classmethod
    def from_env(cls, override: Optional[Dict[str, Any]] = None) -> "NovaApiConfig":
        """Create NovaApiConfig from environment variables.

        Environment variables:
            NOVA_INSTANCE_URL: Nova instance URL (e.g., https://nova.wandelbots.io)
            NOVA_ACCESS_TOKEN: Nova API access token
            NOVA_CELL_ID: Cell ID
            NOVA_CONTROLLER_ID: Controller ID
            NOVA_MOTION_GROUP_ID: Motion group ID
            NOVA_MOTION_GROUP_MODEL: Motion group model (optional)
            NOVA_TCP_NAME: TCP name (optional, default: Flange)
            NOVA_RESPONSE_RATE_MS: Response rate in milliseconds (optional, default: 200)

        Args:
            override: Optional dict to override specific values from env vars

        Returns:
            NovaApiConfig instance

        Raises:
            ValueError: If required environment variables are not set
        """
        override = override or {}

        # Required fields
        # Support both NOVA_INSTANCE_URL and NOVA_API for backward compatibility
        instance_url = override.get("instance_url") or os.getenv("NOVA_INSTANCE_URL") or os.getenv("NOVA_API")
        access_token = override.get("access_token") or os.getenv("NOVA_ACCESS_TOKEN")
        cell_id = override.get("cell_id") or os.getenv("NOVA_CELL_ID", "cell")
        controller_id = override.get("controller_id") or os.getenv("NOVA_CONTROLLER_ID")
        motion_group_id = override.get("motion_group_id") or os.getenv("NOVA_MOTION_GROUP_ID")

        # Validate required fields
        missing = []
        if not instance_url:
            missing.append("NOVA_INSTANCE_URL or NOVA_API")
        if not access_token:
            missing.append("NOVA_ACCESS_TOKEN")
        if not controller_id:
            missing.append("NOVA_CONTROLLER_ID")
        if not motion_group_id:
            missing.append("NOVA_MOTION_GROUP_ID")

        if missing:
            raise ValueError(
                f"Missing required environment variables: {', '.join(missing)}. "
                "Please set these environment variables or pass them in the override dict."
            )

        # Optional fields
        motion_group_model = override.get("motion_group_model") or os.getenv("NOVA_MOTION_GROUP_MODEL")
        tcp_name = override.get("tcp_name") or os.getenv("NOVA_TCP_NAME", "Flange")
        response_rate_ms = override.get("response_rate_ms") or int(os.getenv("NOVA_RESPONSE_RATE_MS", "200"))

        return cls(
            instance_url=instance_url,
            access_token=access_token,
            cell_id=cell_id,
            controller_id=controller_id,
            motion_group_id=motion_group_id,
            motion_group_model=motion_group_model,
            tcp_name=tcp_name,
            response_rate_ms=response_rate_ms,
        )


class NovaApiClient:
    def __init__(self, config: NovaApiConfig):
        self.config = config
        self._state_lock = threading.Lock()
        self._latest_state: Optional[Dict[str, Any]] = None
        self._stop_event = threading.Event()
        self._state_thread: Optional[threading.Thread] = None
        self._state_ws = None
        self._motion_group_description: Optional[Dict[str, Any]] = None
        self._last_state_log_time = 0.0

    def start_state_stream(self) -> None:
        if connect is None:
            raise RuntimeError("websockets is required for Nova state streaming")
        if self._state_thread is not None:
            return
        print("[Nova] Starting state stream thread...")
        self._state_thread = threading.Thread(target=self._state_stream_loop, daemon=True)
        self._state_thread.start()

    def stop(self) -> None:
        self._stop_event.set()
        if self._state_ws is not None:
            try:
                self._state_ws.close()
            except Exception:
                pass
        if self._state_thread is not None:
            self._state_thread.join(timeout=2.0)
            self._state_thread = None

    def get_latest_state(self) -> Optional[Dict[str, Any]]:
        with self._state_lock:
            if self._latest_state is None:
                return None
            return dict(self._latest_state)

    def is_state_stream_connected(self) -> bool:
        """Check if state stream is connected and receiving data."""
        return self._state_ws is not None and self._latest_state is not None

    def inverse_kinematics(self, position_m, orientation_quat) -> Optional[list]:
        model = self._ensure_motion_group_model()
        if not model:
            return None

        pose = {
            "position": [float(position_m[0] * 1000.0), float(position_m[1] * 1000.0), float(position_m[2] * 1000.0)],
            "orientation": _quat_to_rotvec(orientation_quat),
        }

        payload: Dict[str, Any] = {
            "motion_group_model": model,
            "tcp_poses": [pose],
        }
        description = self._ensure_motion_group_description()
        if description:
            if description.get("mounting"):
                payload["mounting"] = description["mounting"]
            if self.config.tcp_name and description.get("tcps", {}).get(self.config.tcp_name):
                payload["tcp_offset"] = description["tcps"][self.config.tcp_name]["pose"]

        response = self._request_json(
            "POST",
            f"/api/v2/cells/{self.config.cell_id}/kinematic/inverse",
            payload,
        )
        joints = response.get("joints", [])
        if not joints:
            return None

        first_entry = joints[0]
        if isinstance(first_entry, list) and first_entry and isinstance(first_entry[0], list):
            return first_entry[0]
        if isinstance(first_entry, list):
            return first_entry
        return None

    def _state_stream_loop(self) -> None:
        backoff = 1.0
        while not self._stop_event.is_set():
            try:
                ws = self._connect_state_stream()
                self._state_ws = ws
                backoff = 1.0
                for message in ws:
                    if self._stop_event.is_set():
                        break
                    try:
                        data = json.loads(message)
                    except json.JSONDecodeError:
                        continue
                    with self._state_lock:
                        self._latest_state = data
                        now = time.time()
                        if now - self._last_state_log_time >= 10.0:
                            self._last_state_log_time = now
                            result = data.get("result", data)
                            seq = result.get("sequence_number", "N/A")
                            joints = result.get("joint_position")
                            joint_info = f"{len(joints)} joints" if isinstance(joints, list) else "no joints"
                            payload = {
                                "seq": seq,
                                "joint_position": joints,
                                "timestamp": result.get("timestamp")
                            }
                            payload_str = json.dumps(payload, default=str)
                            print(f"[Nova] State stream update (seq={seq}, {joint_info}) payload={payload_str}")
                ws.close()
            except Exception as exc:
                print(f"Nova state stream error: {exc}")
            finally:
                self._state_ws = None
            if self._stop_event.is_set():
                break
            time.sleep(backoff)
            backoff = min(backoff * 2.0, 10.0)

    def _connect_state_stream(self):
        # Convert HTTP(S) URL to WebSocket URL
        ws_url = self.config.instance_url.replace("https://", "wss://").replace("http://", "ws://")
        url = (
            f"{ws_url}/api/v2/cells/{self.config.cell_id}/controllers/"
            f"{self.config.controller_id}/motion-groups/{self.config.motion_group_id}/state-stream"
            f"?response_rate={int(self.config.response_rate_ms)}"
        )
        print(f"[Nova] Connecting to state stream: {url}")
        headers = [("Authorization", f"Bearer {self.config.access_token}")]
        try:
            ws = connect(url, open_timeout=10, additional_headers=headers)
            print(f"[Nova] State stream connected successfully")
            return ws
        except TypeError:
            print(f"[Nova] Retrying connection with extra_headers parameter...")
            ws = connect(url, open_timeout=10, extra_headers=headers)
            print(f"[Nova] State stream connected successfully")
            return ws

    def _ensure_motion_group_description(self) -> Optional[Dict[str, Any]]:
        if self._motion_group_description is not None:
            return self._motion_group_description
        description = self._request_json(
            "GET",
            f"/api/v2/cells/{self.config.cell_id}/controllers/{self.config.controller_id}/"
            f"motion-groups/{self.config.motion_group_id}/description",
            None,
        )
        self._motion_group_description = description
        return description

    def _ensure_motion_group_model(self) -> Optional[str]:
        if self.config.motion_group_model:
            return self.config.motion_group_model
        description = self._ensure_motion_group_description()
        if description and description.get("motion_group_model"):
            self.config.motion_group_model = description["motion_group_model"]
        return self.config.motion_group_model

    def _request_json(self, method: str, path: str, payload: Optional[Dict[str, Any]]):
        url = f"{self.config.instance_url}{path}"
        data = None
        if payload is not None:
            data = json.dumps(payload).encode("utf-8")
        request = urllib.request.Request(url, data=data, method=method)
        request.add_header("Authorization", f"Bearer {self.config.access_token}")
        request.add_header("Content-Type", "application/json")
        try:
            with urllib.request.urlopen(request, timeout=10) as response:
                body = response.read().decode("utf-8")
                return json.loads(body) if body else {}
        except urllib.error.HTTPError as exc:
            body = exc.read().decode("utf-8") if exc.fp else ""
            raise RuntimeError(f"Nova API error {exc.code}: {body}") from exc


def _quat_to_rotvec(quat) -> list:
    w, x, y, z = [float(v) for v in quat]
    w = max(min(w, 1.0), -1.0)
    angle = 2.0 * math.acos(w)
    s = math.sqrt(max(0.0, 1.0 - w * w))
    if s < 1e-8:
        return [0.0, 0.0, 0.0]
    axis = [x / s, y / s, z / s]
    return [axis[0] * angle, axis[1] * angle, axis[2] * angle]


def rotvec_to_quat(rotvec) -> Tuple[float, float, float, float]:
    rx, ry, rz = [float(v) for v in rotvec]
    angle = math.sqrt(rx * rx + ry * ry + rz * rz)
    if angle < 1e-8:
        return 1.0, 0.0, 0.0, 0.0
    axis = (rx / angle, ry / angle, rz / angle)
    half = angle * 0.5
    sin_half = math.sin(half)
    return (
        math.cos(half),
        axis[0] * sin_half,
        axis[1] * sin_half,
        axis[2] * sin_half,
    )