# core/session_manager.py
"""
Session management — all session business logic and DB operations.

This is the single place that handles:
- Loading/saving sessions to database
- Adding messages to sessions
- Session lifecycle (create, archive, delete)
"""

import json
import uuid
import logging
from datetime import datetime, timezone, timedelta
from typing import Dict, Optional

from .database import Session as DbSession, ChatMessage as DbChatMessage, Document as DbDocument, SessionLocal, utcnow_naive
from .models import Session, ChatMessage
from src.attachment_refs import persistable_message_content
from src.upload_handler import reserve_message_upload_references

# Re-export singleton accessors from models for convenience
from .models import set_session_manager_instance, get_session_manager_instance

logger = logging.getLogger(__name__)


def _message_timestamp_iso(value: Optional[datetime]) -> Optional[str]:
    """Return a stable ISO timestamp for chat message metadata."""
    if not value:
        return None
    if value.tzinfo is None:
        value = value.replace(tzinfo=timezone.utc)
    return value.isoformat().replace("+00:00", "Z")


def _parse_msg_content(raw):
    """Parse message content from DB — deserialises JSON arrays back to lists
    (multimodal content with image/audio attachments)."""
    if isinstance(raw, list):
        return raw
    if isinstance(raw, str) and raw.startswith('[{') and '"type"' in raw:
        try:
            parsed = json.loads(raw)
            # Only treat as serialized multimodal content when EVERY element is
            # a dict whose "type" is a recognized content-block kind. Otherwise a
            # plain text message that merely *looks* like a JSON array of objects
            # (e.g. a user pasting an API schema/sample with a "type" field) was
            # silently parsed back into a list, destroying the original string.
            _BLOCK_TYPES = {
                "text", "image", "image_url", "audio", "input_audio",
                "input_image", "document", "file",
            }
            if (isinstance(parsed, list) and parsed
                    and all(isinstance(p, dict) and p.get("type") in _BLOCK_TYPES
                            for p in parsed)):
                return parsed
        except (json.JSONDecodeError, ValueError):
            pass
    return raw


class SessionManager:
    """
    Manages chat sessions with database persistence.

    Usage:
        manager = SessionManager()
        session = manager.create_session(id, name, url, model)
        manager.add_message(session.id, ChatMessage("user", "hello"))
        session = manager.get_session(session_id)
    """

    def __init__(self, sessions_file: str = None):
        # sessions_file kept for backward compat, not used
        self.sessions: Dict[str, Session] = {}
        self.upload_handler = None
        self.load_sessions()

    # ------------------------------------------------------------------
    # Loading
    # ------------------------------------------------------------------

    def load_sessions(self):
        """Load recent session METADATA from the database — messages are
        hydrated on demand by `get_session`. Previously this walked every
        message of every session into RAM at boot, which on a long-running
        personal-server box could be tens of thousands of rows held forever
        in `self.sessions`.
        """
        db = SessionLocal()
        try:
            db_sessions = db.query(DbSession).filter(
                DbSession.archived == False,
                DbSession.message_count > 0,
            ).order_by(DbSession.last_accessed.desc()).limit(100).all()

            loaded_count = 0
            for db_session in db_sessions:
                try:
                    session = self._db_to_session_meta(db_session)
                    if session is not None:
                        self.sessions[db_session.id] = session
                        loaded_count += 1
                except Exception as e:
                    logger.error(f"Error loading session {db_session.id}: {e}")
                    continue

            logger.info(f"Loaded {loaded_count} session(s) (metadata only)")

        except Exception as e:
            logger.error(f"Error loading sessions: {e}")
            self.sessions = {}
        finally:
            db.close()

    def _db_to_session_meta(self, db_session: DbSession) -> Optional[Session]:
        """Build a Session with empty history. `get_session` will hydrate
        messages from the DB on first read."""
        headers = db_session.headers
        if isinstance(headers, str):
            try:
                headers = json.loads(headers)
            except json.JSONDecodeError:
                headers = {}
        session = Session(
            id=db_session.id,
            name=db_session.name,
            endpoint_url=db_session.endpoint_url,
            model=db_session.model,
            rag=db_session.rag,
            archived=db_session.archived,
            headers=headers,
            history=[],
            owner=getattr(db_session, "owner", None),
            is_important=getattr(db_session, "is_important", False) or False,
        )
        session.message_count = getattr(db_session, "message_count", 0) or 0
        return session

    def _db_to_session(self, db_session: DbSession, db) -> Optional[Session]:
        """Convert a database session to a Session object."""
        history = []

        # Try relationship first, then direct query
        if db_session.messages:
            for db_msg in db_session.messages:
                meta = json.loads(db_msg.meta_data) if db_msg.meta_data else {}
                if meta is None: meta = {}
                meta['_db_id'] = db_msg.id
                meta.setdefault('timestamp', _message_timestamp_iso(db_msg.timestamp))
                history.append(ChatMessage(
                    role=db_msg.role,
                    content=_parse_msg_content(db_msg.content),
                    metadata=meta,
                ))
        else:
            db_messages = db.query(DbChatMessage).filter(
                DbChatMessage.session_id == db_session.id
            ).order_by(DbChatMessage.timestamp).all()

            for db_msg in db_messages:
                meta = json.loads(db_msg.meta_data) if db_msg.meta_data else {}
                if meta is None: meta = {}
                meta['_db_id'] = db_msg.id
                meta.setdefault('timestamp', _message_timestamp_iso(db_msg.timestamp))
                history.append(ChatMessage(
                    role=db_msg.role,
                    content=_parse_msg_content(db_msg.content),
                    metadata=meta,
                ))

        if not history:
            return None

        # Parse headers
        headers = db_session.headers
        if isinstance(headers, str):
            try:
                headers = json.loads(headers)
            except json.JSONDecodeError:
                headers = {}

        session = Session(
            id=db_session.id,
            name=db_session.name,
            endpoint_url=db_session.endpoint_url,
            model=db_session.model,
            rag=db_session.rag,
            archived=db_session.archived,
            headers=headers,
            history=history,
            owner=getattr(db_session, 'owner', None),
            is_important=getattr(db_session, 'is_important', False) or False,
        )

        session.message_count = getattr(db_session, 'message_count', len(history))
        return session

    # ------------------------------------------------------------------
    # Message operations
    # ------------------------------------------------------------------

    def add_message(self, session_id: str, message: ChatMessage):
        """
        Add a message to a session and persist to database.

        Updates the authoritative history list and persists through this
        manager directly so tests and temporary managers do not depend on the
        process-wide session-manager singleton.

        Args:
            session_id: Session ID
            message: ChatMessage to add
        """
        session = self.get_session(session_id)
        session.history.append(message)
        session._history = session.history
        session.message_count = len(session.history)

        self._persist_message(session_id, message)

    def _persist_message(self, session_id: str, message: ChatMessage):
        """Persist a single message to the database."""
        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session is None:
                # A stream/tool callback can outlive a session delete. Do not
                # create a chat_messages row with no parent session; also drop
                # any stale cached session so later writes fail closed too.
                self.sessions.pop(session_id, None)
                logger.warning("Dropping message for deleted session %s", session_id)
                return

            missing_upload_id = reserve_message_upload_references(
                getattr(self, "upload_handler", None),
                getattr(db_session, "owner", None),
                message.content,
                message.metadata,
            )
            if missing_upload_id:
                raise ValueError(
                    f"Referenced upload is no longer available: {missing_upload_id}"
                )

            msg_id = str(uuid.uuid4())
            msg_time = datetime.utcnow()
            if message.metadata is None:
                message.metadata = {}
            message.metadata.setdefault('timestamp', _message_timestamp_iso(msg_time))
            # Multimodal content may contain provider data URLs for the live
            # model call. Persist only readable text plus attachment references
            # so chat_messages/FTS do not duplicate upload bytes.
            _content = persistable_message_content(message.content, message.metadata)
            db_message = DbChatMessage(
                id=msg_id,
                session_id=session_id,
                role=message.role,
                content=_content,
                meta_data=json.dumps(message.metadata) if message.metadata else None,
                timestamp=msg_time,
            )
            db.add(db_message)

            if session_id in self.sessions:
                db_session.message_count = len(self.sessions[session_id].history)
            else:
                db_session.message_count = 0
            _now = datetime.now(timezone.utc)
            db_session.last_accessed = _now
            # Clean "last conversation" timestamp — only bumped here on a
            # real message persist, so it powers an accurate "Last active"
            # sort that ignores renames / model swaps / mere opens.
            db_session.last_message_at = _now

            db.commit()

            # Store DB ID on the in-memory message for edit/delete by ID
            message.metadata['_db_id'] = msg_id

            logger.debug(f"Persisted message to session {session_id}")

        except Exception as e:
            logger.error(f"Error persisting message: {e}")
            db.rollback()
        finally:
            db.close()

    def truncate_messages(self, session_id: str, keep_count: int) -> bool:
        """Truncate session history, keeping only the first `keep_count` messages."""
        session = self.get_session(session_id)

        if keep_count < 0:
            return False

        db = SessionLocal()
        try:
            db_messages = db.query(DbChatMessage).filter(
                DbChatMessage.session_id == session_id
            ).order_by(DbChatMessage.timestamp).all()

            deleted = 0
            for msg in db_messages[keep_count:]:
                db.delete(msg)
                deleted += 1

            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session:
                # keep_count can exceed the real message total (e.g. the AI tool
                # defaults to keep_count=10 on a short session); message_count must
                # track the rows that actually remain, not the requested cap.
                db_session.message_count = min(keep_count, len(db_messages))
                db_session.updated_at = datetime.now(timezone.utc)

            db.commit()

            # Update in-memory
            session.history = session.history[:keep_count]
            session._history = session.history

            logger.info(f"Truncated session {session_id} to {keep_count} messages")
            return True

        except Exception as e:
            logger.error(f"Error truncating session: {e}")
            db.rollback()
            return False
        finally:
            db.close()

    def replace_messages(self, session_id: str, messages: list) -> bool:
        """Replace a session's persisted and in-memory history atomically."""
        session = self.get_session(session_id)
        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session is None:
                logger.warning("Cannot replace history for missing session %s", session_id)
                return False

            # Reserve every incoming attachment before removing any durable
            # message row. reserve_upload() shares the upload lifecycle lock
            # with cleanup, so an upload cannot be deleted between this
            # ownership check/access touch and the replacement transaction.
            # A failed reservation must leave the existing transcript intact.
            for message in messages:
                missing_upload_id = reserve_message_upload_references(
                    getattr(self, "upload_handler", None),
                    getattr(db_session, "owner", None),
                    message.content,
                    message.metadata,
                )
                if missing_upload_id:
                    raise ValueError(
                        f"Referenced upload is no longer available: {missing_upload_id}"
                    )

            db.query(DbChatMessage).filter(DbChatMessage.session_id == session_id).delete()
            now = datetime.now(timezone.utc)
            for i, message in enumerate(messages):
                msg_id = str(uuid.uuid4())
                db_message = DbChatMessage(
                    id=msg_id,
                    session_id=session_id,
                    role=message.role,
                    # Mirrors _persist_message: keep raw media bytes out of the
                    # persisted transcript and search index.
                    content=persistable_message_content(message.content, message.metadata),
                    meta_data=json.dumps(message.metadata) if message.metadata else None,
                    timestamp=now + timedelta(microseconds=i),
                )
                db.add(db_message)
                if message.metadata is None:
                    message.metadata = {}
                message.metadata["_db_id"] = msg_id

            db_session.message_count = len(messages)
            db_session.updated_at = now
            db_session.last_accessed = now
            db_session.last_message_at = now

            db.commit()
            session.history = list(messages)
            session._history = session.history
            session.message_count = len(messages)
            logger.info("Replaced session %s history with %d messages", session_id, len(messages))
            return True
        except Exception as e:
            logger.error("Error replacing session history: %s", e)
            db.rollback()
            return False
        finally:
            db.close()

    # ------------------------------------------------------------------
    # Session CRUD
    # ------------------------------------------------------------------

    def get_session(self, session_id: str) -> Session:
        """Get a session by ID, loading from DB if needed.

        Sessions seeded by `load_sessions` start with empty history. The
        first read here hydrates them with the message rows.
        """
        if session_id not in self.sessions:
            self._load_session_from_db(session_id)
        else:
            cached = self.sessions[session_id]
            # Lazy hydrate: metadata-only entries get their messages on first read.
            if not cached.history and getattr(cached, "message_count", 0) > 0:
                self._load_session_from_db(session_id)

        # Keep model/endpoint metadata fresh. Endpoint deletion can clear the
        # DB row while a session object is still cached in RAM.
        self.sync_session_metadata(session_id)

        # Update last_accessed
        self._touch_session(session_id)

        return self.sessions[session_id]

    def sync_session_metadata(self, session_id: str) -> bool:
        """Refresh non-message session fields from the DB into the cached object."""
        session = self.sessions.get(session_id)
        if session is None:
            return False
        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session is None:
                return False
            headers = db_session.headers
            if isinstance(headers, str):
                try:
                    headers = json.loads(headers)
                except json.JSONDecodeError:
                    headers = {}
            session.name = db_session.name
            session.endpoint_url = db_session.endpoint_url or ""
            session.model = db_session.model or ""
            session.headers = headers or {}
            session.rag = db_session.rag
            session.archived = db_session.archived
            session.owner = getattr(db_session, "owner", None)
            session.is_important = getattr(db_session, "is_important", False) or False
            session.message_count = getattr(db_session, "message_count", session.message_count) or 0
            return True
        except Exception as e:
            logger.error(f"Error syncing session metadata {session_id}: {e}")
            return False
        finally:
            db.close()

    def _load_session_from_db(self, session_id: str):
        """Hydrate a single session (with messages) from the database."""
        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session is None:
                raise KeyError(f"Session {session_id} not found")

            session = self._db_to_session(db_session, db)
            if session:
                self.sessions[session_id] = session
            else:
                # No messages — fall back to metadata-only entry so callers
                # don't crash on KeyError for empty sessions.
                meta = self._db_to_session_meta(db_session)
                if meta is None:
                    raise KeyError(f"Session {session_id} could not be loaded")
                self.sessions[session_id] = meta

        except KeyError:
            raise
        except Exception as e:
            logger.error(f"Error loading session {session_id}: {e}")
            raise
        finally:
            db.close()

    def _touch_session(self, session_id: str):
        """Update last_accessed timestamp."""
        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session:
                db_session.last_accessed = datetime.now(timezone.utc)
                db.commit()
        except Exception as e:
            logger.error(f"Error updating last_accessed: {e}")
            db.rollback()
        finally:
            db.close()

    def create_session(
        self,
        session_id: str,
        name: str,
        endpoint_url: str,
        model: str,
        rag: bool = False,
        owner: str = None
    ) -> Session:
        """Create a new session and save to database."""
        db = SessionLocal()
        try:
            db_session = DbSession(
                id=session_id,
                name=name,
                endpoint_url=endpoint_url,
                model=model,
                rag=rag,
                headers={},
                owner=owner,
                created_at=datetime.now(timezone.utc),
                updated_at=datetime.now(timezone.utc)
            )
            db.add(db_session)
            db.commit()

            session = Session(
                id=session_id,
                name=name,
                endpoint_url=endpoint_url,
                model=model,
                rag=rag,
                headers={},
                owner=owner,
            )

            self.sessions[session_id] = session
            return session

        except Exception as e:
            db.rollback()
            logger.error(f"Error creating session: {e}")
            raise
        finally:
            db.close()

    def delete_session(self, session_id: str) -> bool:
        """Permanently delete a session and all its messages."""
        db = SessionLocal()
        try:
            try:
                from src.session_image_cleanup import cleanup_session_images
                cleanup_session_images(session_id, db=db)
            except Exception as e:
                logger.warning(f"Image cleanup failed while deleting session {session_id}: {e}")

            # Detach documents so they survive as orphans in the library
            db.query(DbDocument).filter(DbDocument.session_id == session_id).update(
                {DbDocument.session_id: None}, synchronize_session=False
            )

            # Delete messages
            db.query(DbChatMessage).filter(DbChatMessage.session_id == session_id).delete()

            # Delete session
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session:
                db.delete(db_session)

            # Drop the in-memory copy even when there is no DB row. A "ghost"
            # session lives only here (never persisted, or its row was removed
            # out-of-band); without this it can never be cleared and keeps
            # 404ing on every operation (issue #1044).
            removed_in_memory = self.sessions.pop(session_id, None) is not None

            if db_session or removed_in_memory:
                # Commit the document-detach / message-delete above (a no-op when
                # the ghost had no rows) together with the session delete.
                db.commit()
                logger.info(f"Deleted session {session_id}")
                return True
            return False

        except Exception as e:
            logger.error(f"Error deleting session: {e}")
            db.rollback()
            return False
        finally:
            db.close()

    # ------------------------------------------------------------------
    # Session updates
    # ------------------------------------------------------------------

    def update_session_name(self, session_id: str, name: str):
        """Update session name."""
        if session_id not in self.sessions:
            return

        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session:
                db_session.name = name
                db_session.updated_at = datetime.now(timezone.utc)
                db.commit()
                self.sessions[session_id].name = name
        except Exception as e:
            db.rollback()
            logger.error(f"Error updating session name: {e}")
            raise
        finally:
            db.close()

    def archive_session(self, session_id: str):
        """Archive a session."""
        if session_id not in self.sessions:
            return

        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session:
                db_session.archived = True
                db_session.updated_at = datetime.now(timezone.utc)
                db.commit()
                self.sessions[session_id].archived = True
        except Exception as e:
            db.rollback()
            logger.error(f"Error archiving session: {e}")
            raise
        finally:
            db.close()

    def mark_important(self, session_id: str, important: bool = True):
        """Mark session as important."""
        db = SessionLocal()
        try:
            db_session = db.query(DbSession).filter(DbSession.id == session_id).first()
            if db_session:
                db_session.is_important = important
                db_session.updated_at = datetime.now(timezone.utc)
                db.commit()

                if session_id in self.sessions:
                    self.sessions[session_id].is_important = important
            else:
                raise KeyError(f"Session {session_id} not found")
        except Exception as e:
            db.rollback()
            logger.error(f"Error marking session important: {e}")
            raise
        finally:
            db.close()

    # ------------------------------------------------------------------
    # Queries
    # ------------------------------------------------------------------

    def get_sessions_for_user(self, username: Optional[str] = None) -> Dict[str, Session]:
        """Return sessions for a specific user (or all if username is None)."""
        if username is None:
            return self.sessions
        return {
            sid: s for sid, s in self.sessions.items()
            if s.owner == username
        }

    def save_sessions(self):
        """No-op for DB compatibility."""

    def ensure_task_session(self, session_id: str, name: str, endpoint_url: str, model: str, owner: str = None, task: object = None) -> Session:
        """Create a task session if it doesn't exist, or return the existing one.

        Unlike create_session, this checks the cache first and does NOT
        overwrite an existing in-memory session. The task scheduler must
        use this instead of direct dict assignment.
        """
        if session_id in self.sessions:
            return self.sessions[session_id]

        session = self.create_session(session_id, name, endpoint_url, model, owner=owner)
        if task is not None:
            task.session_id = session_id
        return session

    # ------------------------------------------------------------------
    # Cleanup
    # ------------------------------------------------------------------

    def cleanup_empty_sessions(self, auto_archive_days: int = 30, min_age_hours: int = 1) -> dict:
        """Clean up empty and old sessions.

        Args:
            auto_archive_days: Age in days before non-important sessions are archived.
            min_age_hours: Minimum age in hours before an empty session can be deleted.
                          Prevents deleting sessions that were just created.
        """
        db = SessionLocal()
        stats = {'deleted_empty': 0, 'archived_old': 0, 'total_checked': 0}

        try:
            all_sessions = db.query(DbSession).all()
            cutoff_date = utcnow_naive() - timedelta(days=auto_archive_days)
            min_age = utcnow_naive() - timedelta(hours=min_age_hours)

            for db_session in all_sessions:
                stats['total_checked'] += 1

                # Delete empty sessions only if older than min_age_hours
                if db_session.message_count == 0:
                    if db_session.created_at is not None:
                        created = db_session.created_at
                        if created.tzinfo is None:
                            created = created.replace(tzinfo=timezone.utc)
                        if created > min_age:
                            continue  # Too young to delete
                    if db_session.id in self.sessions:
                        del self.sessions[db_session.id]
                    db.delete(db_session)
                    stats['deleted_empty'] += 1

                # Archive old sessions
                elif (not db_session.archived and
                      db_session.last_accessed and
                      db_session.last_accessed < cutoff_date and
                      db_session.message_count > 0 and
                      not getattr(db_session, 'is_important', False)):
                    db_session.archived = True
                    stats['archived_old'] += 1

            db.commit()
            logger.info(f"Cleanup: {stats['deleted_empty']} deleted, {stats['archived_old']} archived")

        except Exception as e:
            logger.error(f"Cleanup error: {e}")
            db.rollback()
            raise
        finally:
            db.close()

        return stats
