#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Demo Purchase Orders Seeding Script for Procurement Service
Creates realistic PO scenarios in various states for demo purposes

This script creates:
- 3 PENDING_APPROVAL POs (created today, need user action)
- 2 APPROVED POs (approved yesterday, in progress)
- 1 AUTO_APPROVED PO (small amount, trusted supplier)
- 2 COMPLETED POs (delivered last week)
- 1 REJECTED PO (quality concerns)
- 1 CANCELLED PO (supplier unavailable)
"""

import asyncio
import uuid
import sys
import os
import random
from datetime import datetime, timezone, timedelta, date
from pathlib import Path
from decimal import Decimal

# Add app to path
sys.path.insert(0, str(Path(__file__).parent.parent.parent))

from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
from sqlalchemy.orm import sessionmaker
from sqlalchemy import select
import structlog

from app.models.purchase_order import (
    PurchaseOrder, PurchaseOrderItem, PurchaseOrderStatus
)

# Import reasoning helper functions for i18n support
sys.path.insert(0, str(Path(__file__).parent.parent.parent.parent))
from shared.schemas.reasoning_types import (
    create_po_reasoning_low_stock,
    create_po_reasoning_supplier_contract
)

# Configure logging
logger = structlog.get_logger()

# Demo tenant IDs (match those from orders service)
DEMO_TENANT_IDS = [
    uuid.UUID("a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6"),  # San Pablo
    uuid.UUID("b2c3d4e5-f6a7-48b9-c0d1-e2f3a4b5c6d7")   # La Espiga
]

# System user ID for auto-approvals
SYSTEM_USER_ID = uuid.UUID("50000000-0000-0000-0000-000000000004")

# Hardcoded base supplier IDs (must match those in suppliers seed script)
BASE_SUPPLIER_IDS = [
    uuid.UUID("40000000-0000-0000-0000-000000000001"),  # Molinos San José S.L. (high trust)
    uuid.UUID("40000000-0000-0000-0000-000000000002"),  # Lácteos del Valle S.A. (medium trust)
    uuid.UUID("40000000-0000-0000-0000-000000000005"),  # Lesaffre Ibérica (low trust)
]

def get_demo_supplier_ids(tenant_id: uuid.UUID):
    """
    Generate tenant-specific supplier IDs using XOR strategy with hardcoded base IDs.
    
    This maintains consistency across services without cross-database access.
    """
    # Generate tenant-specific supplier IDs using XOR with tenant ID
    tenant_int = int(tenant_id.hex, 16)
    
    class SupplierRef:
        def __init__(self, supplier_id, supplier_name, trust_level):
            self.id = supplier_id
            self.name = supplier_name
            self.trust_score = trust_level
    
    suppliers = []
    trust_scores = [0.92, 0.75, 0.65]  # High, medium, low trust
    supplier_names = [
        "Molinos San José S.L.",
        "Lácteos del Valle S.A.", 
        "Lesaffre Ibérica"
    ]
    
    for i, base_id in enumerate(BASE_SUPPLIER_IDS):
        base_int = int(base_id.hex, 16)
        supplier_id = uuid.UUID(int=tenant_int ^ base_int)
        
        suppliers.append(SupplierRef(
            supplier_id,
            supplier_names[i],
            trust_scores[i] if i < len(trust_scores) else 0.5
        ))
    
    return suppliers


async def create_purchase_order(
    db: AsyncSession,
    tenant_id: uuid.UUID,
    supplier,
    status: PurchaseOrderStatus,
    total_amount: Decimal,
    created_offset_days: int = 0,
    auto_approved: bool = False,
    priority: str = "normal",
    items_data: list = None
) -> PurchaseOrder:
    """Create a purchase order with items"""

    created_at = datetime.now(timezone.utc) + timedelta(days=created_offset_days)
    required_delivery = created_at + timedelta(days=random.randint(3, 7))

    # Generate PO number
    po_number = f"PO-{datetime.now().year}-{random.randint(100, 999)}"

    # Calculate amounts
    subtotal = total_amount
    tax_amount = subtotal * Decimal("0.10")  # 10% IVA
    shipping_cost = Decimal(str(random.uniform(0, 20)))
    total = subtotal + tax_amount + shipping_cost

    # Generate reasoning for JTBD dashboard (if columns exist after migration)
    days_until_delivery = (required_delivery - created_at).days

    # Generate structured reasoning_data for i18n support
    reasoning_data = None

    try:
        # Get product names from items
        product_names = [item.product_name for item in items if hasattr(item, 'product_name')]
        if not product_names:
            product_names = [f"Product {i+1}" for i in range(len(items))]

        if status == PurchaseOrderStatus.pending_approval:
            # Low stock detection reasoning
            days_until_stockout = days_until_delivery + 2
            reasoning_data = create_po_reasoning_low_stock(
                supplier_name=supplier.name,
                product_names=product_names,
                current_stock=random.uniform(20, 50),  # Demo: low stock
                required_stock=random.uniform(100, 200),  # Demo: needed stock
                days_until_stockout=days_until_stockout,
                threshold_percentage=20,
                affected_products=product_names[:2] if len(product_names) > 1 else product_names,
                estimated_lost_orders=random.randint(5, 15) if days_until_stockout <= 3 else None
            )
        elif auto_approved:
            # Supplier contract/auto-approval reasoning
            reasoning_data = create_po_reasoning_supplier_contract(
                supplier_name=supplier.name,
                product_names=product_names,
                contract_terms=f"Auto-approval threshold: €500",
                trust_score=float(supplier.trust_score) if hasattr(supplier, 'trust_score') else 0.85
            )
    except Exception as e:
        logger.warning(f"Failed to generate reasoning_data: {e}")
        pass

    # Create PO
    po = PurchaseOrder(
        id=uuid.uuid4(),
        tenant_id=tenant_id,
        supplier_id=supplier.id,
        po_number=po_number,
        status=status,
        priority=priority,
        order_date=created_at,
        required_delivery_date=required_delivery,
        subtotal=subtotal,
        tax_amount=tax_amount,
        shipping_cost=shipping_cost,
        discount_amount=Decimal("0.00"),
        total_amount=total,
        notes=f"Auto-generated demo PO from procurement plan" if not auto_approved else f"Auto-approved: Amount €{subtotal:.2f} within threshold",
        created_at=created_at,
        updated_at=created_at,
        created_by=SYSTEM_USER_ID,
        updated_by=SYSTEM_USER_ID
    )

    # Set structured reasoning_data for i18n support
    if reasoning_data:
        try:
            po.reasoning_data = reasoning_data
        except Exception:
            pass  # Columns don't exist yet

    # Set approval data if approved
    if status in [PurchaseOrderStatus.approved, PurchaseOrderStatus.sent_to_supplier,
                  PurchaseOrderStatus.confirmed, PurchaseOrderStatus.completed]:
        po.approved_at = created_at + timedelta(hours=random.randint(1, 6))
        po.approved_by = SYSTEM_USER_ID if auto_approved else uuid.uuid4()
        if auto_approved:
            po.notes = f"{po.notes}\nAuto-approved by system based on trust score and amount"

    # Set sent/confirmed dates
    if status in [PurchaseOrderStatus.sent_to_supplier, PurchaseOrderStatus.confirmed,
                  PurchaseOrderStatus.completed]:
        po.sent_to_supplier_at = po.approved_at + timedelta(hours=2)

    if status in [PurchaseOrderStatus.confirmed, PurchaseOrderStatus.completed]:
        po.supplier_confirmation_date = po.sent_to_supplier_at + timedelta(hours=random.randint(4, 24))

    db.add(po)
    await db.flush()

    # Create items
    if not items_data:
        items_data = [
            {"name": "Harina de Trigo T55", "quantity": 100, "unit_price": 0.85, "uom": "kg"},
            {"name": "Levadura Fresca", "quantity": 5, "unit_price": 4.50, "uom": "kg"},
            {"name": "Sal Marina", "quantity": 10, "unit_price": 1.20, "uom": "kg"}
        ]

    for idx, item_data in enumerate(items_data, 1):
        ordered_qty = int(item_data["quantity"])
        unit_price = Decimal(str(item_data["unit_price"]))
        line_total = Decimal(str(ordered_qty)) * unit_price

        item = PurchaseOrderItem(
            id=uuid.uuid4(),
            purchase_order_id=po.id,
            tenant_id=tenant_id,
            inventory_product_id=uuid.uuid4(),  # Would link to actual inventory items
            product_code=f"PROD-{item_data['name'][:3].upper()}",
            product_name=item_data['name'],
            ordered_quantity=ordered_qty,
            received_quantity=ordered_qty if status == PurchaseOrderStatus.completed else 0,
            remaining_quantity=0 if status == PurchaseOrderStatus.completed else ordered_qty,
            unit_price=unit_price,
            line_total=line_total,
            unit_of_measure=item_data["uom"],
            item_notes=f"Demo item: {item_data['name']}"
        )
        db.add(item)

    logger.info(f"Created PO: {po_number}", po_id=str(po.id), status=status.value, amount=float(total))
    return po


async def seed_purchase_orders_for_tenant(db: AsyncSession, tenant_id: uuid.UUID):
    """Seed purchase orders for a specific tenant"""
    logger.info("Seeding purchase orders", tenant_id=str(tenant_id))

    # Get demo supplier IDs (suppliers exist in the suppliers service)
    suppliers = get_demo_supplier_ids(tenant_id)

    # Group suppliers by trust level for easier access
    high_trust_suppliers = [s for s in suppliers if s.trust_score >= 0.85]
    medium_trust_suppliers = [s for s in suppliers if 0.6 <= s.trust_score < 0.85]
    low_trust_suppliers = [s for s in suppliers if s.trust_score < 0.6]

    # Use first supplier of each type if available
    supplier_high_trust = high_trust_suppliers[0] if high_trust_suppliers else suppliers[0]
    supplier_medium_trust = medium_trust_suppliers[0] if medium_trust_suppliers else suppliers[1] if len(suppliers) > 1 else suppliers[0]
    supplier_low_trust = low_trust_suppliers[0] if low_trust_suppliers else suppliers[-1]

    pos_created = []

    # 1. PENDING_APPROVAL - Critical/Urgent (created today)
    po1 = await create_purchase_order(
        db, tenant_id, supplier_medium_trust,
        PurchaseOrderStatus.pending_approval,
        Decimal("1234.56"),
        created_offset_days=0,
        priority="high",
        items_data=[
            {"name": "Harina Integral Ecológica", "quantity": 150, "unit_price": 1.20, "uom": "kg"},
            {"name": "Semillas de Girasol", "quantity": 20, "unit_price": 3.50, "uom": "kg"},
            {"name": "Miel de Azahar", "quantity": 10, "unit_price": 8.90, "uom": "kg"}
        ]
    )
    pos_created.append(po1)

    # 2. PENDING_APPROVAL - Medium amount, new supplier (created today)
    po2 = await create_purchase_order(
        db, tenant_id, supplier_low_trust,
        PurchaseOrderStatus.pending_approval,
        Decimal("789.00"),
        created_offset_days=0,
        items_data=[
            {"name": "Aceite de Oliva Virgen", "quantity": 30, "unit_price": 8.50, "uom": "l"},
            {"name": "Azúcar Moreno", "quantity": 50, "unit_price": 1.80, "uom": "kg"}
        ]
    )
    pos_created.append(po2)

    # 3. PENDING_APPROVAL - Large amount (created yesterday)
    po3 = await create_purchase_order(
        db, tenant_id, supplier_medium_trust,
        PurchaseOrderStatus.pending_approval,
        Decimal("250.00"),
        created_offset_days=-1,
        priority="normal",
        items_data=[
            {"name": "Harina de Fuerza T65", "quantity": 500, "unit_price": 0.95, "uom": "kg"},
            {"name": "Mantequilla Premium", "quantity": 80, "unit_price": 5.20, "uom": "kg"},
            {"name": "Huevos Categoría A", "quantity": 600, "unit_price": 0.22, "uom": "unidad"}
        ]
    )
    pos_created.append(po3)

    # 4. APPROVED (auto-approved, small amount, trusted supplier)
    po4 = await create_purchase_order(
        db, tenant_id, supplier_high_trust,
        PurchaseOrderStatus.approved,
        Decimal("234.50"),
        created_offset_days=0,
        auto_approved=True,
        items_data=[
            {"name": "Levadura Seca", "quantity": 5, "unit_price": 6.90, "uom": "kg"},
            {"name": "Sal Fina", "quantity": 25, "unit_price": 0.85, "uom": "kg"}
        ]
    )
    pos_created.append(po4)

    # 5. APPROVED (manually approved yesterday)
    po5 = await create_purchase_order(
        db, tenant_id, supplier_high_trust,
        PurchaseOrderStatus.approved,
        Decimal("456.78"),
        created_offset_days=-1,
        items_data=[
            {"name": "Bolsas de Papel Kraft", "quantity": 1000, "unit_price": 0.12, "uom": "unidad"},
            {"name": "Cajas de Cartón Grande", "quantity": 200, "unit_price": 0.45, "uom": "unidad"}
        ]
    )
    pos_created.append(po5)

    # 6. COMPLETED (delivered last week)
    po6 = await create_purchase_order(
        db, tenant_id, supplier_high_trust,
        PurchaseOrderStatus.completed,
        Decimal("1567.80"),
        created_offset_days=-7,
        items_data=[
            {"name": "Harina T55 Premium", "quantity": 300, "unit_price": 0.90, "uom": "kg"},
            {"name": "Chocolate Negro 70%", "quantity": 40, "unit_price": 7.80, "uom": "kg"}
        ]
    )
    pos_created.append(po6)

    # 7. COMPLETED (delivered 5 days ago)
    po7 = await create_purchase_order(
        db, tenant_id, supplier_medium_trust,
        PurchaseOrderStatus.completed,
        Decimal("890.45"),
        created_offset_days=-5,
        items_data=[
            {"name": "Nueces Peladas", "quantity": 20, "unit_price": 12.50, "uom": "kg"},
            {"name": "Pasas Sultanas", "quantity": 15, "unit_price": 4.30, "uom": "kg"}
        ]
    )
    pos_created.append(po7)

    # 8. CANCELLED (supplier unavailable)
    po8 = await create_purchase_order(
        db, tenant_id, supplier_low_trust,
        PurchaseOrderStatus.cancelled,
        Decimal("345.00"),
        created_offset_days=-3,
        items_data=[
            {"name": "Avellanas Tostadas", "quantity": 25, "unit_price": 11.80, "uom": "kg"}
        ]
    )
    po8.rejection_reason = "Supplier unable to deliver - stock unavailable"
    po8.notes = "Cancelled: Supplier stock unavailable at required delivery date"
    pos_created.append(po8)

    # 9. DISPUTED (quality issues)
    po9 = await create_purchase_order(
        db, tenant_id, supplier_medium_trust,
        PurchaseOrderStatus.disputed,
        Decimal("678.90"),
        created_offset_days=-4,
        priority="high",
        items_data=[
            {"name": "Cacao en Polvo", "quantity": 30, "unit_price": 18.50, "uom": "kg"},
            {"name": "Vainilla en Rama", "quantity": 2, "unit_price": 45.20, "uom": "kg"}
        ]
    )
    po9.rejection_reason = "Quality below specifications - requesting replacement"
    po9.notes = "DISPUTED: Quality issue reported - batch rejected, requesting replacement or refund"
    pos_created.append(po9)

    await db.commit()

    logger.info(
        f"Successfully created {len(pos_created)} purchase orders for tenant",
        tenant_id=str(tenant_id),
        pending_approval=3,
        approved=2,
        completed=2,
        cancelled=1,
        disputed=1
    )

    return pos_created


async def seed_all(db: AsyncSession):
    """Seed all demo tenants with purchase orders"""
    logger.info("Starting demo purchase orders seed process")

    all_pos = []

    for tenant_id in DEMO_TENANT_IDS:
        # Check if POs already exist
        result = await db.execute(
            select(PurchaseOrder).where(PurchaseOrder.tenant_id == tenant_id).limit(1)
        )
        existing = result.scalar_one_or_none()

        if existing:
            logger.info(f"Purchase orders already exist for tenant {tenant_id}, skipping")
            continue

        pos = await seed_purchase_orders_for_tenant(db, tenant_id)
        all_pos.extend(pos)

    return {
        "total_pos_created": len(all_pos),
        "tenants_seeded": len(DEMO_TENANT_IDS),
        "status": "completed"
    }


async def main():
    """Main execution function"""
    # Get database URL from environment
    database_url = os.getenv("PROCUREMENT_DATABASE_URL")
    if not database_url:
        logger.error("PROCUREMENT_DATABASE_URL environment variable must be set")
        return 1

    # Ensure asyncpg driver
    if database_url.startswith("postgresql://"):
        database_url = database_url.replace("postgresql://", "postgresql+asyncpg://", 1)

    # Create async engine
    engine = create_async_engine(database_url, echo=False)
    async_session = sessionmaker(engine, class_=AsyncSession, expire_on_commit=False)

    try:
        async with async_session() as session:
            result = await seed_all(session)

            logger.info(
                "Purchase orders seed completed successfully!",
                total_pos=result["total_pos_created"],
                tenants=result["tenants_seeded"]
            )

            # Print summary
            print("\n" + "="*60)
            print("DEMO PURCHASE ORDERS SEED SUMMARY")
            print("="*60)
            print(f"Total POs Created: {result['total_pos_created']}")
            print(f"Tenants Seeded: {result['tenants_seeded']}")
            print("\nPO Distribution:")
            print("  - 3 PENDING_APPROVAL (need user action)")
            print("  - 2 APPROVED (in progress)")
            print("  - 2 COMPLETED (delivered)")
            print("  - 1 CANCELLED (supplier issue)")
            print(" - 1 DISPUTED (quality issue)")
            print("="*60 + "\n")

            return 0

    except Exception as e:
        logger.error(f"Purchase orders seed failed: {str(e)}", exc_info=True)
        return 1
    finally:
        await engine.dispose()


if __name__ == "__main__":
    exit_code = asyncio.run(main())
    sys.exit(exit_code)