"""Inventory Vehicle Compatibility Engine.

Links local inventory items to model_year_engine_ids so they appear
when browsing the Local catalog by vehicle.

Features:
- Auto-match by part_number against parts/aftermarket_parts/cross_refs
- Manual add/remove MYE compatibility
- Batch operations
"""

from typing import List, Dict, Optional


def get_compat_source(tenant_id):
    """Return the configured compatibility source: 'tecdoc', 'qwen', or 'both'.

    Reads from tenant_config table. Defaults to 'both'.
    """
    from tenant_db import get_tenant_conn
    try:
        conn = get_tenant_conn(tenant_id)
        cur = conn.cursor()
        cur.execute(
            "SELECT value FROM tenant_config WHERE key = 'vehicle_compat_source'"
        )
        row = cur.fetchone()
        cur.close()
        conn.close()
        source = row[0] if row else 'both'
        if source in ('tecdoc', 'qwen', 'both'):
            return source
    except Exception:
        pass
    return 'both'


def auto_match_vehicle_compatibility(master_conn, tenant_conn, inventory_id, part_number,
                                     brand=None, name=None):
    """Find vehicle compatibility for an inventory item by part_number.

    Searches (in order of precision):
    1. parts.oem_part_number exact normalized
    2. aftermarket_parts.part_number exact normalized
    3. part_cross_references.cross_reference_number exact normalized
    4. parts.oem_part_number partial (ILIKE) — strips separators too
    5. aftermarket_parts.part_number partial (ILIKE)
    6. part_cross_references.cross_reference_number partial (ILIKE)
    7. parts.name_part / parts.name_es by inventory item name (ILIKE)
    8. parts.name_part / parts.name_es by inventory item name (tsvector)

    If a brand hint is provided, results are preferentially filtered to
    vehicles of that brand.

    Returns:
        dict: {'matched': bool, 'matches': [...], 'myes': [...]}
    """
    cur = master_conn.cursor()
    oem_ids = set()

    # Normalization helpers
    clean_pn = (part_number or '').replace(' ', '').upper()
    no_seps = clean_pn.replace('-', '').replace('/', '').replace('.', '').replace('_', '')
    name_q = (name or '').strip()
    brand_hint = (brand or '').strip().upper()

    # ── 1. Exact normalized ──────────────────────────────────────────────
    if clean_pn:
        cur.execute("""
            SELECT id_part FROM parts
            WHERE REPLACE(UPPER(oem_part_number), ' ', '') = %s
        """, (clean_pn,))
        for r in cur.fetchall():
            oem_ids.add(r[0])

    if clean_pn and not oem_ids:
        cur.execute("""
            SELECT DISTINCT oem_part_id FROM aftermarket_parts
            WHERE REPLACE(UPPER(part_number), ' ', '') = %s
        """, (clean_pn,))
        for r in cur.fetchall():
            if r[0]:
                oem_ids.add(r[0])

    if clean_pn and not oem_ids:
        cur.execute("""
            SELECT DISTINCT part_id FROM part_cross_references
            WHERE REPLACE(UPPER(cross_reference_number), ' ', '') = %s
        """, (clean_pn,))
        for r in cur.fetchall():
            if r[0]:
                oem_ids.add(r[0])

    # ── 2. Partial / separator-stripped ──────────────────────────────────
    if clean_pn and len(clean_pn) >= 3 and len(oem_ids) < 10:
        # OEM part number partial
        cur.execute("""
            SELECT id_part FROM parts
            WHERE REPLACE(UPPER(oem_part_number), ' ', '') LIKE %s
              AND id_part NOT IN (SELECT unnest(%s::int[]))
            LIMIT 20
        """, (f'%{clean_pn}%', list(oem_ids) or [0]))
        for r in cur.fetchall():
            oem_ids.add(r[0])

        # Aftermarket partial
        if len(oem_ids) < 10:
            cur.execute("""
                SELECT DISTINCT oem_part_id FROM aftermarket_parts
                WHERE REPLACE(UPPER(part_number), ' ', '') LIKE %s
                  AND oem_part_id NOT IN (SELECT unnest(%s::int[]))
                LIMIT 20
            """, (f'%{clean_pn}%', list(oem_ids) or [0]))
            for r in cur.fetchall():
                if r[0]:
                    oem_ids.add(r[0])

        # Cross-reference partial
        if len(oem_ids) < 10:
            cur.execute("""
                SELECT DISTINCT part_id FROM part_cross_references
                WHERE REPLACE(UPPER(cross_reference_number), ' ', '') LIKE %s
                  AND part_id NOT IN (SELECT unnest(%s::int[]))
                LIMIT 20
            """, (f'%{clean_pn}%', list(oem_ids) or [0]))
            for r in cur.fetchall():
                if r[0]:
                    oem_ids.add(r[0])

        # Separator-stripped fallback (e.g. KYB-343412 → KYB343412)
        if len(no_seps) >= 4 and len(oem_ids) < 10:
            cur.execute("""
                SELECT id_part FROM parts
                WHERE REPLACE(REPLACE(REPLACE(REPLACE(UPPER(oem_part_number), ' ', ''), '-', ''), '/', ''), '.', '') = %s
                  AND id_part NOT IN (SELECT unnest(%s::int[]))
                LIMIT 10
            """, (no_seps, list(oem_ids) or [0]))
            for r in cur.fetchall():
                oem_ids.add(r[0])

    # ── 3. Search by item name (when part_number yields nothing) ─────────
    if not oem_ids and name_q and len(name_q) >= 3:
        # Name-based ILIKE search on parts
        cur.execute("""
            SELECT id_part FROM parts
            WHERE UPPER(name_part) LIKE %s OR UPPER(COALESCE(name_es, '')) LIKE %s
            LIMIT 20
        """, (f'%{name_q.upper()}%', f'%{name_q.upper()}%'))
        for r in cur.fetchall():
            oem_ids.add(r[0])

        # Name-based ILIKE search on aftermarket_parts
        if len(oem_ids) < 20:
            cur.execute("""
                SELECT DISTINCT oem_part_id FROM aftermarket_parts
                WHERE UPPER(COALESCE(name_aftermarket_parts, '')) LIKE %s
                   OR UPPER(COALESCE(name_es, '')) LIKE %s
                LIMIT 20
            """, (f'%{name_q.upper()}%', f'%{name_q.upper()}%'))
            for r in cur.fetchall():
                if r[0]:
                    oem_ids.add(r[0])

    if not oem_ids:
        cur.close()
        return {'matched': False, 'matches': [], 'myes': []}

    # ── Resolve MYEs ─────────────────────────────────────────────────────
    oem_ids = list(oem_ids)

    if brand_hint and brand_hint != 'GENERAL':
        # Brand-aware: only MYEs for vehicles of the hinted brand
        cur.execute("""
            SELECT DISTINCT vp.model_year_engine_id
            FROM vehicle_parts vp
            JOIN model_year_engine mye ON mye.id_mye = vp.model_year_engine_id
            JOIN models m ON m.id_model = mye.model_id
            JOIN brands b ON b.id_brand = m.brand_id
            WHERE vp.part_id = ANY(%s)
              AND b.name_brand = %s
            LIMIT 200
        """, (oem_ids, brand_hint))
    else:
        # No brand hint — return all MYEs for these parts
        cur.execute("""
            SELECT DISTINCT model_year_engine_id
            FROM vehicle_parts
            WHERE part_id = ANY(%s)
            LIMIT 200
        """, (oem_ids,))

    mye_ids = [r[0] for r in cur.fetchall()]
    cur.close()

    # ── Insert into tenant table ─────────────────────────────────────────
    inserted = 0
    cur2 = tenant_conn.cursor()
    for mye_id in mye_ids:
        cur2.execute("""
            INSERT INTO inventory_vehicle_compat
                (inventory_id, model_year_engine_id, source, confidence)
            VALUES (%s, %s, 'auto_match', 1.0)
            ON CONFLICT (inventory_id, model_year_engine_id) DO NOTHING
        """, (inventory_id, mye_id))
        if cur2.rowcount > 0:
            inserted += 1
    tenant_conn.commit()
    cur2.close()

    return {
        'matched': len(mye_ids) > 0,
        'matches': oem_ids,
        'myes': mye_ids,
        'inserted': inserted,
    }


def add_compatibility(tenant_conn, inventory_id, model_year_engine_id, source='manual'):
    """Manually add a vehicle compatibility."""
    cur = tenant_conn.cursor()
    cur.execute("""
        INSERT INTO inventory_vehicle_compat
            (inventory_id, model_year_engine_id, source, confidence)
        VALUES (%s, %s, %s, 1.0)
        ON CONFLICT (inventory_id, model_year_engine_id) DO NOTHING
        RETURNING id
    """, (inventory_id, model_year_engine_id, source))
    row = cur.fetchone()
    tenant_conn.commit()
    cur.close()
    return row[0] if row else None


def remove_compatibility(tenant_conn, inventory_id, model_year_engine_id):
    cur = tenant_conn.cursor()
    cur.execute("""
        DELETE FROM inventory_vehicle_compat
        WHERE inventory_id = %s AND model_year_engine_id = %s
    """, (inventory_id, model_year_engine_id))
    deleted = cur.rowcount
    tenant_conn.commit()
    cur.close()
    return deleted


def remove_all_compatibility(tenant_conn, inventory_id):
    cur = tenant_conn.cursor()
    cur.execute("""
        DELETE FROM inventory_vehicle_compat WHERE inventory_id = %s
    """, (inventory_id,))
    deleted = cur.rowcount
    tenant_conn.commit()
    cur.close()
    return deleted


def get_compatibility(tenant_conn, master_conn, inventory_id):
    """Get all MYE compatibilities for an inventory item.

    Queries inventory_vehicle_compat from the tenant DB, then resolves
    vehicle details (brand/model/year/engine) from the master DB.
    """
    # 1. Get MYE IDs + metadata from tenant
    cur_t = tenant_conn.cursor()
    cur_t.execute("""
        SELECT model_year_engine_id, source, confidence, created_at
        FROM inventory_vehicle_compat
        WHERE inventory_id = %s
        ORDER BY model_year_engine_id
    """, (inventory_id,))
    rows = cur_t.fetchall()
    cur_t.close()

    if not rows:
        return []

    mye_ids = [r[0] for r in rows]

    # 2. Resolve vehicle details from master DB
    cur_m = master_conn.cursor()
    cur_m.execute("""
        SELECT mye.id_mye, b.name_brand, m.name_model, y.year_car, e.name_engine
        FROM model_year_engine mye
        JOIN models m ON m.id_model = mye.model_id
        JOIN brands b ON b.id_brand = m.brand_id
        JOIN years y ON y.id_year = mye.year_id
        JOIN engines e ON e.id_engine = mye.engine_id
        WHERE mye.id_mye = ANY(%s)
        ORDER BY b.name_brand, m.name_model, y.year_car
    """, (mye_ids,))
    details = {r[0]: r for r in cur_m.fetchall()}
    cur_m.close()

    # 3. Merge
    result = []
    for mye_id, source, confidence, created_at in rows:
        d = details.get(mye_id)
        if d:
            result.append({
                'model_year_engine_id': mye_id,
                'brand': d[1],
                'model': d[2],
                'year': d[3],
                'engine': d[4],
                'source': source,
                'confidence': float(confidence),
                'created_at': str(created_at),
            })
    return result


def search_mye(master_conn, brand_id=None, model_id=None, year_id=None, engine_id=None):
    """Search MYE IDs by vehicle criteria."""
    cur = master_conn.cursor()
    clauses = []
    params = []
    if brand_id:
        clauses.append("mye.model_id IN (SELECT id_model FROM models WHERE brand_id = %s)")
        params.append(brand_id)
    if model_id:
        clauses.append("mye.model_id = %s")
        params.append(model_id)
    if year_id:
        clauses.append("mye.year_id = %s")
        params.append(year_id)
    if engine_id:
        clauses.append("mye.engine_id = %s")
        params.append(engine_id)

    where = " AND ".join(clauses) if clauses else "TRUE"
    cur.execute(f"""
        SELECT mye.id_mye, b.name_brand, m.name_model, y.year_car, e.name_engine
        FROM model_year_engine mye
        JOIN models m ON m.id_model = mye.model_id
        JOIN brands b ON b.id_brand = m.brand_id
        JOIN years y ON y.id_year = mye.year_id
        JOIN engines e ON e.id_engine = mye.engine_id
        WHERE {where}
        ORDER BY b.name_brand, m.name_model, y.year_car
        LIMIT 100
    """, tuple(params))
    rows = cur.fetchall()
    cur.close()
    return [
        {
            'id_mye': r[0],
            'brand': r[1],
            'model': r[2],
            'year': r[3],
            'engine': r[4],
        }
        for r in rows
    ]


def batch_add_compatibilities(tenant_conn, inventory_id, mye_ids, source='manual'):
    """Add multiple MYE compatibilities at once."""
    cur = tenant_conn.cursor()
    inserted = 0
    for mye_id in mye_ids:
        cur.execute("""
            INSERT INTO inventory_vehicle_compat
                (inventory_id, model_year_engine_id, source, confidence)
            VALUES (%s, %s, %s, 1.0)
            ON CONFLICT (inventory_id, model_year_engine_id) DO NOTHING
        """, (inventory_id, mye_id, source))
        if cur.rowcount > 0:
            inserted += 1
    tenant_conn.commit()
    cur.close()
    return inserted


def save_qwen_fitment(tenant_conn, inventory_id, fitment_result):
    """Save QWEN fitment results into inventory_vehicle_compat.

    Args:
        tenant_conn: Connection to tenant DB.
        inventory_id: The inventory item ID.
        fitment_result: Dict from get_vehicle_fitment() with 'vehicles' list.

    Returns:
        int: Number of compatibilities inserted.
    """
    vehicles = fitment_result.get('vehicles', [])
    if not vehicles:
        return 0

    inserted = 0
    cur = tenant_conn.cursor()
    for v in vehicles:
        mye_id = v.get('mye_id')
        if not mye_id:
            continue
        cur.execute("""
            INSERT INTO inventory_vehicle_compat
                (inventory_id, model_year_engine_id, source, confidence, created_at)
            VALUES (%s, %s, 'qwen_ai', %s, NOW())
            ON CONFLICT (inventory_id, model_year_engine_id) DO NOTHING
        """, (inventory_id, mye_id, fitment_result.get('confidence', 0)))
        if cur.rowcount > 0:
            inserted += 1
    tenant_conn.commit()
    cur.close()
    return inserted


def get_inventory_by_vehicle(tenant_conn, master_conn, mye_id, branch_id=None):
    """Return local inventory items compatible with a given vehicle (MYE).

    Args:
        tenant_conn: Connection to tenant DB.
        master_conn: Connection to master DB (kept for API consistency).
        mye_id: model_year_engine_id.
        branch_id: Optional branch filter for stock.

    Returns:
        List of tuples: (id, part_number, name, brand, price_1, price_2, price_3,
                          image_url, description, stock)
    """
    cur = tenant_conn.cursor()

    if branch_id:
        # Stock for specific branch
        cur.execute("""
            SELECT i.id, i.part_number, i.name, i.brand,
                   i.price_1, i.price_2, i.price_3,
                   i.image_url, i.description,
                   COALESCE(s.stock, 0) as stock
            FROM inventory i
            JOIN inventory_vehicle_compat ivc ON ivc.inventory_id = i.id
            LEFT JOIN inventory_stock_summary s
                ON s.inventory_id = i.id AND s.branch_id = %s
            WHERE ivc.model_year_engine_id = %s
              AND i.is_active = true
            ORDER BY i.name
        """, (branch_id, mye_id))
    else:
        # Total stock across all branches
        cur.execute("""
            SELECT i.id, i.part_number, i.name, i.brand,
                   i.price_1, i.price_2, i.price_3,
                   i.image_url, i.description,
                   COALESCE(SUM(s.stock), 0) as stock
            FROM inventory i
            JOIN inventory_vehicle_compat ivc ON ivc.inventory_id = i.id
            LEFT JOIN inventory_stock_summary s ON s.inventory_id = i.id
            WHERE ivc.model_year_engine_id = %s
              AND i.is_active = true
            GROUP BY i.id, i.part_number, i.name, i.brand,
                     i.price_1, i.price_2, i.price_3,
                     i.image_url, i.description
            ORDER BY i.name
        """, (mye_id,))

    rows = cur.fetchall()
    cur.close()
    return rows