"""SQLAlchemy models for the AI Assistant plugin."""

from __future__ import annotations

import uuid
from datetime import datetime

from sqlalchemy import (
    Boolean,
    DateTime,
    Float,
    ForeignKey,
    Index,
    Integer,
    String,
    Text,
)
from sqlalchemy.dialects.postgresql import JSONB, UUID as PGUUID
from sqlalchemy.orm import Mapped, mapped_column

from app.core.db import Base, TenantMixin


# --- Providers ---

class AIProvider(Base, TenantMixin):
    """LLM provider configuration (OpenAI, Anthropic, Ollama, etc.)."""

    __tablename__ = "ai_providers"
    __table_args__ = (
        Index("ix_ai_providers_tenant", "tenant_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    name: Mapped[str] = mapped_column(String(100), nullable=False)
    provider_type: Mapped[str] = mapped_column(String(50), nullable=False)
    api_key: Mapped[str] = mapped_column(Text, nullable=False, default="")
    base_url: Mapped[str] = mapped_column(String(500), nullable=False, default="")
    is_active: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)
    is_default: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
    config: Mapped[dict] = mapped_column(JSONB, nullable=False, default=dict)


# --- Models ---

class AIModel(Base, TenantMixin):
    """Available model per provider."""

    __tablename__ = "ai_models"
    __table_args__ = (
        Index("ix_ai_models_provider", "provider_id"),
        Index("ix_ai_models_tenant", "tenant_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    provider_id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_providers.id", ondelete="CASCADE"),
        nullable=False,
    )
    model_id: Mapped[str] = mapped_column(String(200), nullable=False)
    display_name: Mapped[str] = mapped_column(String(200), nullable=False)
    context_window: Mapped[int] = mapped_column(Integer, nullable=False, default=4096)
    supports_tools: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
    supports_streaming: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)
    is_active: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)
    config: Mapped[dict] = mapped_column(JSONB, nullable=False, default=dict)


# --- Presets ---

class AIPreset(Base, TenantMixin):
    """Model preset: model + parameters + optional system prompt."""

    __tablename__ = "ai_presets"
    __table_args__ = (
        Index("ix_ai_presets_tenant", "tenant_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    name: Mapped[str] = mapped_column(String(100), nullable=False)
    model_id: Mapped[str] = mapped_column(String(200), nullable=False)
    provider_id: Mapped[uuid.UUID | None] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_providers.id", ondelete="SET NULL"),
        nullable=True,
    )
    temperature: Mapped[float] = mapped_column(Float, nullable=False, default=0.7)
    max_tokens: Mapped[int] = mapped_column(Integer, nullable=False, default=2048)
    top_p: Mapped[float] = mapped_column(Float, nullable=False, default=1.0)
    system_prompt: Mapped[str] = mapped_column(Text, nullable=False, default="")
    config: Mapped[dict] = mapped_column(JSONB, nullable=False, default=dict)
    is_active: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)


# --- Agents ---

class AIAgent(Base, TenantMixin):
    """AI agent with system prompt and assigned tools."""

    __tablename__ = "ai_agents"
    __table_args__ = (
        Index("ix_ai_agents_tenant", "tenant_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    name: Mapped[str] = mapped_column(String(100), nullable=False)
    description: Mapped[str] = mapped_column(Text, nullable=False, default="")
    system_prompt: Mapped[str] = mapped_column(Text, nullable=False, default="")
    preset_id: Mapped[uuid.UUID | None] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_presets.id", ondelete="SET NULL"),
        nullable=True,
    )
    tool_ids: Mapped[list] = mapped_column(JSONB, nullable=False, default=list)
    is_default: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
    is_active: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True)
    config: Mapped[dict] = mapped_column(JSONB, nullable=False, default=dict)


# --- Chat Sessions ---

class AIChatSession(Base, TenantMixin):
    """Chat session for a user with a specific agent."""

    __tablename__ = "ai_chat_sessions"
    __table_args__ = (
        Index("ix_ai_sessions_user", "user_id"),
        Index("ix_ai_sessions_tenant", "tenant_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    user_id: Mapped[uuid.UUID] = mapped_column(PGUUID(as_uuid=True), nullable=False)
    agent_id: Mapped[uuid.UUID | None] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_agents.id", ondelete="SET NULL"),
        nullable=True,
    )
    title: Mapped[str] = mapped_column(String(255), nullable=False, default="Neuer Chat")
    is_pinned: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
    is_sidebar: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
    folder_id: Mapped[uuid.UUID | None] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_chat_folders.id", ondelete="SET NULL"),
        nullable=True,
    )
    sort_order: Mapped[int] = mapped_column(Integer, nullable=False, default=0)


# --- Chat Messages ---

class AIChatMessage(Base, TenantMixin):
    """Individual message in a chat session."""

    __tablename__ = "ai_chat_messages"
    __table_args__ = (
        Index("ix_ai_messages_session", "session_id"),
        Index("ix_ai_messages_tenant", "tenant_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    session_id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_chat_sessions.id", ondelete="CASCADE"),
        nullable=False,
    )
    role: Mapped[str] = mapped_column(String(20), nullable=False)
    content: Mapped[str] = mapped_column(Text, nullable=False, default="")
    tool_calls: Mapped[dict | None] = mapped_column(JSONB, nullable=True)
    tool_results: Mapped[dict | None] = mapped_column(JSONB, nullable=True)
    tokens: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
    model_used: Mapped[str] = mapped_column(String(200), nullable=False, default="")


# --- Chat Folders ---

class AIChatFolder(Base, TenantMixin):
    """Folder for organizing chat sessions."""

    __tablename__ = "ai_chat_folders"
    __table_args__ = (
        Index("ix_ai_folders_user", "user_id"),
        Index("ix_ai_folders_tenant", "tenant_id"),
        Index("ix_ai_folders_parent", "parent_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    name: Mapped[str] = mapped_column(String(255), nullable=False)
    parent_id: Mapped[uuid.UUID | None] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_chat_folders.id", ondelete="CASCADE"),
        nullable=True,
    )
    user_id: Mapped[uuid.UUID] = mapped_column(PGUUID(as_uuid=True), nullable=False)
    sort_order: Mapped[int] = mapped_column(Integer, nullable=False, default=0)


# --- Chat Attachments ---

class AIChatAttachment(Base, TenantMixin):
    """File attached to a chat message."""

    __tablename__ = "ai_chat_attachments"
    __table_args__ = (
        Index("ix_ai_attachments_message", "message_id"),
        Index("ix_ai_attachments_session", "session_id"),
        Index("ix_ai_attachments_tenant", "tenant_id"),
    )

    id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True), primary_key=True, default=uuid.uuid4
    )
    message_id: Mapped[uuid.UUID | None] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_chat_messages.id", ondelete="CASCADE"),
        nullable=True,
    )
    session_id: Mapped[uuid.UUID] = mapped_column(
        PGUUID(as_uuid=True),
        ForeignKey("ai_chat_sessions.id", ondelete="CASCADE"),
        nullable=False,
    )
    filename: Mapped[str] = mapped_column(String(255), nullable=False)
    mime_type: Mapped[str] = mapped_column(String(255), nullable=False, default="application/octet-stream")
    size_bytes: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
    storage_path: Mapped[str] = mapped_column(String(1024), nullable=False)