"""API routes for AUP keyword themes, keyword CRUD, and scanning."""

import logging
from typing import Optional

from fastapi import APIRouter, Depends, HTTPException, Query
from pydantic import BaseModel, Field
from sqlalchemy import select, func, delete
from sqlalchemy.ext.asyncio import AsyncSession

from app.db import get_db
from app.db.models import KeywordTheme, Keyword
from app.services.scanner import KeywordScanner

logger = logging.getLogger(__name__)

router = APIRouter(prefix="/api/keywords", tags=["keywords"])


# ── Pydantic schemas ──────────────────────────────────────────────────


class ThemeCreate(BaseModel):
    name: str = Field(..., min_length=1, max_length=128)
    color: str = Field(default="#9e9e9e", max_length=16)
    enabled: bool = True


class ThemeUpdate(BaseModel):
    name: str | None = None
    color: str | None = None
    enabled: bool | None = None


class KeywordOut(BaseModel):
    id: int
    theme_id: str
    value: str
    is_regex: bool
    created_at: str


class ThemeOut(BaseModel):
    id: str
    name: str
    color: str
    enabled: bool
    is_builtin: bool
    created_at: str
    keyword_count: int
    keywords: list[KeywordOut]


class ThemeListResponse(BaseModel):
    themes: list[ThemeOut]
    total: int


class KeywordCreate(BaseModel):
    value: str = Field(..., min_length=1, max_length=256)
    is_regex: bool = False


class KeywordBulkCreate(BaseModel):
    values: list[str] = Field(..., min_items=1)
    is_regex: bool = False


class ScanRequest(BaseModel):
    dataset_ids: list[str] | None = None  # None → all datasets
    theme_ids: list[str] | None = None    # None → all enabled themes
    scan_hunts: bool = True
    scan_annotations: bool = True
    scan_messages: bool = True


class ScanHit(BaseModel):
    theme_name: str
    theme_color: str
    keyword: str
    source_type: str       # dataset_row | hunt | annotation | message
    source_id: str | int
    field: str
    matched_value: str
    row_index: int | None = None
    dataset_name: str | None = None


class ScanResponse(BaseModel):
    total_hits: int
    hits: list[ScanHit]
    themes_scanned: int
    keywords_scanned: int
    rows_scanned: int


# ── Helpers ───────────────────────────────────────────────────────────


def _theme_to_out(t: KeywordTheme) -> ThemeOut:
    return ThemeOut(
        id=t.id,
        name=t.name,
        color=t.color,
        enabled=t.enabled,
        is_builtin=t.is_builtin,
        created_at=t.created_at.isoformat(),
        keyword_count=len(t.keywords),
        keywords=[
            KeywordOut(
                id=k.id,
                theme_id=k.theme_id,
                value=k.value,
                is_regex=k.is_regex,
                created_at=k.created_at.isoformat(),
            )
            for k in t.keywords
        ],
    )


# ── Theme CRUD ────────────────────────────────────────────────────────


@router.get("/themes", response_model=ThemeListResponse)
async def list_themes(db: AsyncSession = Depends(get_db)):
    """List all keyword themes with their keywords."""
    result = await db.execute(
        select(KeywordTheme).order_by(KeywordTheme.name)
    )
    themes = result.scalars().all()
    return ThemeListResponse(
        themes=[_theme_to_out(t) for t in themes],
        total=len(themes),
    )


@router.post("/themes", response_model=ThemeOut, status_code=201)
async def create_theme(body: ThemeCreate, db: AsyncSession = Depends(get_db)):
    """Create a new keyword theme."""
    exists = await db.scalar(
        select(KeywordTheme.id).where(KeywordTheme.name == body.name)
    )
    if exists:
        raise HTTPException(409, f"Theme '{body.name}' already exists")
    theme = KeywordTheme(name=body.name, color=body.color, enabled=body.enabled)
    db.add(theme)
    await db.flush()
    await db.refresh(theme)
    return _theme_to_out(theme)


@router.put("/themes/{theme_id}", response_model=ThemeOut)
async def update_theme(theme_id: str, body: ThemeUpdate, db: AsyncSession = Depends(get_db)):
    """Update theme name, color, or enabled status."""
    theme = await db.get(KeywordTheme, theme_id)
    if not theme:
        raise HTTPException(404, "Theme not found")
    if body.name is not None:
        # check uniqueness
        dup = await db.scalar(
            select(KeywordTheme.id).where(
                KeywordTheme.name == body.name, KeywordTheme.id != theme_id
            )
        )
        if dup:
            raise HTTPException(409, f"Theme '{body.name}' already exists")
        theme.name = body.name
    if body.color is not None:
        theme.color = body.color
    if body.enabled is not None:
        theme.enabled = body.enabled
    await db.flush()
    await db.refresh(theme)
    return _theme_to_out(theme)


@router.delete("/themes/{theme_id}", status_code=204)
async def delete_theme(theme_id: str, db: AsyncSession = Depends(get_db)):
    """Delete a theme and all its keywords."""
    theme = await db.get(KeywordTheme, theme_id)
    if not theme:
        raise HTTPException(404, "Theme not found")
    await db.delete(theme)


# ── Keyword CRUD ──────────────────────────────────────────────────────


@router.post("/themes/{theme_id}/keywords", response_model=KeywordOut, status_code=201)
async def add_keyword(theme_id: str, body: KeywordCreate, db: AsyncSession = Depends(get_db)):
    """Add a single keyword to a theme."""
    theme = await db.get(KeywordTheme, theme_id)
    if not theme:
        raise HTTPException(404, "Theme not found")
    kw = Keyword(theme_id=theme_id, value=body.value, is_regex=body.is_regex)
    db.add(kw)
    await db.flush()
    await db.refresh(kw)
    return KeywordOut(
        id=kw.id, theme_id=kw.theme_id, value=kw.value,
        is_regex=kw.is_regex, created_at=kw.created_at.isoformat(),
    )


@router.post("/themes/{theme_id}/keywords/bulk", response_model=dict, status_code=201)
async def add_keywords_bulk(theme_id: str, body: KeywordBulkCreate, db: AsyncSession = Depends(get_db)):
    """Add multiple keywords to a theme at once."""
    theme = await db.get(KeywordTheme, theme_id)
    if not theme:
        raise HTTPException(404, "Theme not found")
    added = 0
    for val in body.values:
        val = val.strip()
        if not val:
            continue
        db.add(Keyword(theme_id=theme_id, value=val, is_regex=body.is_regex))
        added += 1
    await db.flush()
    return {"added": added, "theme_id": theme_id}


@router.delete("/keywords/{keyword_id}", status_code=204)
async def delete_keyword(keyword_id: int, db: AsyncSession = Depends(get_db)):
    """Delete a single keyword."""
    kw = await db.get(Keyword, keyword_id)
    if not kw:
        raise HTTPException(404, "Keyword not found")
    await db.delete(kw)


# ── Scan endpoints ────────────────────────────────────────────────────


@router.post("/scan", response_model=ScanResponse)
async def run_scan(body: ScanRequest, db: AsyncSession = Depends(get_db)):
    """Run AUP keyword scan across selected data sources."""
    scanner = KeywordScanner(db)
    result = await scanner.scan(
        dataset_ids=body.dataset_ids,
        theme_ids=body.theme_ids,
        scan_hunts=body.scan_hunts,
        scan_annotations=body.scan_annotations,
        scan_messages=body.scan_messages,
    )
    return result


@router.get("/scan/quick", response_model=ScanResponse)
async def quick_scan(
    dataset_id: str = Query(..., description="Dataset to scan"),
    db: AsyncSession = Depends(get_db),
):
    """Quick scan a single dataset with all enabled themes."""
    scanner = KeywordScanner(db)
    result = await scanner.scan(dataset_ids=[dataset_id])
    return result