"""
Email Management Router
API endpoints for email viewing, classification, and rule management
"""

import logging
from fastapi import APIRouter, HTTPException, Query, UploadFile, File
from typing import List, Optional, Dict
from pydantic import BaseModel
from datetime import datetime, date

from app.core.database import execute_query, execute_insert, execute_update
from app.services.email_processor_service import EmailProcessorService
from app.services.email_workflow_service import email_workflow_service
from app.services.ollama_service import ollama_service

logger = logging.getLogger(__name__)

router = APIRouter()


# Pydantic Models
class EmailListItem(BaseModel):
    id: int
    message_id: str
    subject: str
    sender_email: str
    sender_name: Optional[str]
    received_date: datetime
    classification: Optional[str]
    confidence_score: Optional[float]
    status: str
    is_read: bool
    has_attachments: bool
    attachment_count: int
    rule_name: Optional[str] = None
    supplier_name: Optional[str] = None
    customer_name: Optional[str] = None


class EmailAttachment(BaseModel):
    id: int
    email_id: int
    filename: str
    content_type: Optional[str]
    size_bytes: Optional[int]
    file_path: Optional[str]
    created_at: datetime


class EmailDetail(BaseModel):
    id: int
    message_id: str
    subject: str
    sender_email: str
    sender_name: Optional[str]
    recipient_email: Optional[str]
    cc: Optional[str]
    body_text: Optional[str]
    body_html: Optional[str]
    received_date: datetime
    folder: str
    classification: Optional[str]
    confidence_score: Optional[float]
    status: str
    is_read: bool
    has_attachments: bool
    attachment_count: int
    rule_id: Optional[int]
    supplier_id: Optional[int]
    customer_id: Optional[int]
    linked_case_id: Optional[int]
    extracted_invoice_number: Optional[str]
    extracted_amount: Optional[float]
    extracted_due_date: Optional[date]
    auto_processed: bool
    created_at: datetime
    updated_at: datetime
    attachments: List[EmailAttachment] = []
    customer_name: Optional[str] = None
    supplier_name: Optional[str] = None


class EmailRule(BaseModel):
    id: Optional[int] = None
    name: str
    description: Optional[str]
    conditions: dict
    action_type: str
    action_params: Optional[dict] = {}
    priority: int = 100
    enabled: bool = True
    match_count: int = 0
    last_matched_at: Optional[datetime]


class EmailWorkflow(BaseModel):
    id: Optional[int] = None
    name: str
    description: Optional[str]
    classification_trigger: str
    sender_pattern: Optional[str] = None
    subject_pattern: Optional[str] = None
    confidence_threshold: float = 0.70
    workflow_steps: List[dict]
    priority: int = 100
    enabled: bool = True
    stop_on_match: bool = True
    execution_count: int = 0
    success_count: int = 0
    failure_count: int = 0
    last_executed_at: Optional[datetime] = None


class WorkflowExecution(BaseModel):
    id: int
    workflow_id: int
    email_id: int
    status: str
    steps_completed: int
    steps_total: Optional[int]
    result_json: Optional[List[dict]] = None  # Can be list of step results
    error_message: Optional[str]
    started_at: datetime
    completed_at: Optional[datetime]
    execution_time_ms: Optional[int]


class WorkflowAction(BaseModel):
    id: int
    action_code: str
    name: str
    description: Optional[str]
    category: Optional[str]
    parameter_schema: Optional[dict]
    example_config: Optional[dict]
    enabled: bool


class ProcessingStats(BaseModel):
    status: str
    fetched: int = 0
    saved: int = 0
    classified: int = 0
    rules_matched: int = 0
    errors: int = 0


# Email Endpoints
@router.get("/emails", response_model=List[EmailListItem])
async def list_emails(
    status: Optional[str] = Query(None),
    classification: Optional[str] = Query(None),
    q: Optional[str] = Query(None),
    limit: int = Query(50, le=500),
    offset: int = Query(0, ge=0)
):
    """Get list of emails with filtering"""
    try:
        where_clauses = ["em.deleted_at IS NULL"]
        params = []
        
        if status:
            where_clauses.append("em.status = %s")
            params.append(status)
        
        if classification:
            where_clauses.append("em.classification = %s")
            params.append(classification)

        if q:
            where_clauses.append("(em.subject ILIKE %s OR em.sender_email ILIKE %s OR em.sender_name ILIKE %s)")
            search_term = f"%{q}%"
            params.extend([search_term, search_term, search_term])
        
        where_sql = " AND ".join(where_clauses)
        
        query = f"""
            SELECT 
                em.id, em.message_id, em.subject, em.sender_email, em.sender_name,
                em.received_date, em.classification, em.confidence_score, em.status,
                em.is_read, em.has_attachments, em.attachment_count,
                em.body_text, em.body_html,
                er.name as rule_name,
                v.name as supplier_name,
                NULL as customer_name
            FROM email_messages em
            LEFT JOIN email_rules er ON em.rule_id = er.id
            LEFT JOIN vendors v ON em.supplier_id = v.id
            WHERE {where_sql}
            ORDER BY em.received_date DESC
            LIMIT %s OFFSET %s
        """
        
        params.extend([limit, offset])
        result = execute_query(query, tuple(params))
        
        return result
    
    except Exception as e:
        logger.error(f"❌ Error listing emails: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/emails/{email_id}", response_model=EmailDetail)
async def get_email(email_id: int):
    """Get email detail by ID"""
    try:
        query = """
            SELECT em.*,
                   c.name AS customer_name,
                   v.name AS supplier_name
            FROM email_messages em
            LEFT JOIN customers c ON em.customer_id = c.id
            LEFT JOIN vendors v ON em.supplier_id = v.id
            WHERE em.id = %s AND em.deleted_at IS NULL
        """
        result = execute_query(query, (email_id,))
        logger.info(f"🔍 Query result type: {type(result)}, length: {len(result) if result else 0}")
        
        if not result:
            raise HTTPException(status_code=404, detail="Email not found")
        
        # Store email before update
        email_data = result[0]
        
        # Get attachments
        att_query = "SELECT * FROM email_attachments WHERE email_id = %s ORDER BY id"
        attachments = execute_query(att_query, (email_id,))
        email_data['attachments'] = attachments or []
        
        # Mark as read
        update_query = "UPDATE email_messages SET is_read = true WHERE id = %s"
        execute_update(update_query, (email_id,))
        
        return email_data
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error getting email {email_id}: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/{email_id}/mark-processed")
async def mark_email_processed(email_id: int):
    """Mark email as processed and move to 'Processed' folder"""
    try:
        # Update email status and folder
        update_query = """
            UPDATE email_messages 
            SET status = 'processed',
                folder = 'Processed',
                processed_at = CURRENT_TIMESTAMP,
                updated_at = CURRENT_TIMESTAMP
            WHERE id = %s AND deleted_at IS NULL
            RETURNING id, folder, status
        """
        result = execute_query(update_query, (email_id,))
        
        if not result:
            raise HTTPException(status_code=404, detail="Email not found")
        
        logger.info(f"✅ Email {email_id} marked as processed and moved to Processed folder")
        
        return {
            "success": True,
            "email_id": result.get('id') if result else email_id,
            "folder": result.get('folder') if result else 'Processed',
            "status": result.get('status') if result else 'processed'
        }
        
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error marking email {email_id} as processed: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/emails/{email_id}/attachments/{attachment_id}")
async def download_attachment(email_id: int, attachment_id: int):
    """Download email attachment"""
    from fastapi.responses import FileResponse
    import os
    
    try:
        query = """
            SELECT a.* FROM email_attachments a
            JOIN email_messages e ON e.id = a.email_id
            WHERE a.id = %s AND a.email_id = %s AND e.deleted_at IS NULL
        """
        result = execute_query(query, (attachment_id, email_id))
        
        if not result:
            raise HTTPException(status_code=404, detail="Attachment not found")
        
        attachment = result[0]
        file_path = attachment['file_path']
        
        if not os.path.exists(file_path):
            raise HTTPException(status_code=404, detail="File not found on disk")
        
        return FileResponse(
            path=file_path,
            filename=attachment['filename'],
            media_type=attachment.get('content_type', 'application/octet-stream')
        )
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error downloading attachment {attachment_id}: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.put("/emails/{email_id}")
async def update_email(email_id: int, status: Optional[str] = None):
    """Update email (archive, mark as read, etc)"""
    try:
        # Build update fields dynamically
        updates = []
        params = []
        
        if status:
            updates.append("status = %s")
            params.append(status)
        
        if not updates:
            raise HTTPException(status_code=400, detail="No fields to update")
        
        params.append(email_id)
        query = f"UPDATE email_messages SET {', '.join(updates)}, updated_at = CURRENT_TIMESTAMP WHERE id = %s"
        execute_update(query, tuple(params))
        
        logger.info(f"✅ Updated email {email_id}: status={status}")
        return {"success": True, "message": "Email updated"}
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error updating email {email_id}: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.patch("/emails/{email_id}/link")
async def link_email(email_id: int, payload: Dict):
    """Link email to a customer and/or vendor/supplier"""
    try:
        updates = []
        params = []

        if 'customer_id' in payload:
            updates.append("customer_id = %s")
            params.append(payload['customer_id'])

        if 'supplier_id' in payload:
            updates.append("supplier_id = %s")
            params.append(payload['supplier_id'])

        if not updates:
            raise HTTPException(status_code=400, detail="Ingen felter at opdatere")

        params.append(email_id)
        query = f"UPDATE email_messages SET {', '.join(updates)}, updated_at = CURRENT_TIMESTAMP WHERE id = %s"
        execute_update(query, tuple(params))

        logger.info(f"✅ Linked email {email_id}: {payload}")
        return {"success": True, "message": "Email linket"}

    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error linking email {email_id}: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/{email_id}/extract-vendor-suggestion")
async def extract_vendor_suggestion(email_id: int):
    """
    Udtrækker leverandørinfo fra email body og vedhæftede PDF-fakturaer.
    Bruger stærke regex-mønstre + AI for CVR, adresse, telefon, domæne.
    """
    import re
    import os

    # ── Hjælpefunktioner ────────────────────────────────────────────────────
    def clean_phone(raw: str) -> str:
        """Normaliser telefonnummer til +45 XXXX XXXX eller 8 cifre"""
        digits = re.sub(r'[^\d+]', '', raw)
        if digits.startswith('+45') and len(digits) == 11:
            return digits
        if digits.startswith('45') and len(digits) == 10:
            return '+' + digits
        bare = re.sub(r'\D', '', raw)
        if len(bare) == 8:
            return bare
        return raw.strip()[:20]

    # Kendte faktureringsplatforme der sender på vegne af leverandører
    PLATFORM_DOMAINS = {
        'e-conomic.com', 'e-conomic.dk', 'dinero.dk', 'billy.dk',
        'uniconta.com', 'visma.com', 'simplybilling.dk', 'fakturasend.dk',
        'invoicecloud.com', 'invoiced.com', 'stripe.com', 'paypal.com',
    }

    # Placeholder-adresser (e-conomic og lignende skabeloner)
    PLACEHOLDER_ADDRESSES = {
        'vejnavn 1, 1234 by', 'vejnavn 1,1234 by', 'vejnavn 1',
        '1234 by', 'adresse 1', 'eksempel 1', 'gadenavn 1',
    }

    def is_placeholder_cvr(cvr: str) -> bool:
        """Filtrer åbenlyse placeholder/dummy CVRs"""
        known_fakes = {
            '12345678', '87654321', '00000000', '11111111', '22222222',
            '33333333', '44444444', '55555555', '66666666', '77777777',
            '88888888', '99999999', '12341234', '11223344', '99887766',
        }
        if cvr in known_fakes:
            return True
        if len(set(cvr)) == 1:
            return True
        digits = [int(c) for c in cvr]
        if all(digits[i+1] - digits[i] == 1 for i in range(7)):
            return True
        return False

    def extract_cvr(text: str, own_cvr: str = '') -> Optional[str]:
        patterns = [
            # Med label
            r'(?:CVR|Cvr\.?-?nr\.?|cvr|Moms(?:nr\.?|registrerings?nr\.?)|VAT\s*(?:no\.?|nr\.?|number))[:\s.\-–]*(?:DK)?[\s\-]?(\d{8})',
            # DK-præfiks
            r'\bDK[\s\-]?(\d{8})\b',
            # Standalone 8 cifre (sidst – mindst specifik)
            r'\b(\d{8})\b',
        ]
        for pat in patterns:
            for m in re.finditer(pat, text, re.IGNORECASE):
                val = m.group(1)
                if val != own_cvr and val.isdigit() and not is_placeholder_cvr(val):
                    return val
        return None

    def extract_phones(text: str) -> Optional[str]:
        patterns = [
            # Med label
            r'(?:Tlf\.?|Tel\.?|Telefon|Phone|Mobil|Fax)[:\s.\-–]*(\+?[\d][\d\s\-().]{6,18})',
            # +45 XXXXXXXX
            r'(\+45[\s\-]?\d{2}[\s\-]?\d{2}[\s\-]?\d{2}[\s\-]?\d{2})',
            # 8 cifre i grupper: 12 34 56 78 / 1234 5678
            r'\b(\d{2}[\s\-]\d{2}[\s\-]\d{2}[\s\-]\d{2})\b',
            r'\b(\d{4}[\s\-]\d{4})\b',
        ]
        for pat in patterns:
            m = re.search(pat, text, re.IGNORECASE)
            if m:
                return clean_phone(m.group(1))
        return None

    def extract_address(text: str) -> Optional[str]:
        # Format 1: "Vejnavn 12K[, etage/side][ -/,] 4000 By"
        # Håndterer: "Jernbanegade 12K, st.tv - 4000 Roskilde"
        #             "Nørregade 5, 1. sal, 8000 Aarhus"
        #             "Industrivej 3 - 2200 København N"
        m = re.search(
            r'([A-ZÆØÅ][a-zæøåA-ZÆØÅ\-\.]{2,}\s+\d+[A-Za-z]?'
            r'(?:[,\s]+[a-zæøåA-ZÆØÅ0-9][a-zæøåA-ZÆØÅ0-9\.\s]{0,15}?)?'
            r'(?:[,\s]+|\s*[-–]\s*)\d{4}\s+[A-ZÆØÅ][a-zæøåA-ZÆØÅ]{2,})',
            text
        )
        if m:
            return m.group(0).strip()
        # Format 2: vejnavn-suffix (vej/gade/alle osv.) + husnummer + postnummer
        m = re.search(
            r'([A-ZÆØÅ][a-zæøåA-ZÆØÅ]+(?:vej|gade|alle|vænge|torv|plads|stræde|boulevard|have|bakke|skov|park|strand|mark|eng)'
            r'\s*\d+[A-Za-z]?(?:[,\s]+|\s*[-–]\s*)\d{4}(?:\s+[A-ZÆØÅ][a-zæøåA-ZÆØÅ]+)?)',
            text, re.IGNORECASE
        )
        if m:
            return m.group(0).strip()
        # Format 3: find postnummer + by, tag kontekst foran
        m = re.search(r'(\d{4}\s+[A-ZÆØÅ][a-zæøåA-ZÆØÅ]{2,})', text)
        if m:
            start = max(0, m.start() - 50)
            snippet = text[start:m.end()].strip().lstrip('-–, ')
            return snippet
        return None

    def is_platform_or_spam(domain: str) -> bool:
        """Returnerer True hvis domænet tilhører en platform/mailsystem"""
        spam = {'gmail.com', 'hotmail.com', 'outlook.com', 'yahoo.com', 'live.com', 'icloud.com'}
        return domain in spam or domain in PLATFORM_DOMAINS or 'bmc' in domain

    def extract_domain(text: str, sender_email: str = '') -> Optional[str]:
        # Eksplicit www
        m = re.search(r'(?:www\.|https?://)([\w\-]+\.[\w\-]+(?:\.[\w]{2,6})?)', text, re.IGNORECASE)
        if m:
            dom = m.group(1).lower()
            if not is_platform_or_spam(dom):
                return dom
        # Emailadresser i teksten
        for em in re.finditer(r'[\w.\-+]+@([\w\-]+\.[\w\-]+(?:\.[\w]{2,6})?)', text):
            dom = em.group(1).lower()
            if not is_platform_or_spam(dom):
                return dom
        # Sender email (kun hvis ikke platform)
        if sender_email and '@' in sender_email:
            dom = sender_email.split('@')[1].lower()
            if not is_platform_or_spam(dom):
                return dom
        return None

    def extract_company_name(text: str, sender_name: str = '') -> Optional[str]:
        """Find firmanavn via DK-suffikser, footer-mønster eller CVR-nær tekst"""
        # Prioritet 1: navne med DK juridiske suffikser
        m = re.search(
            r'\b([\w\s\-&\'\.]+(?:A/S|ApS|IVS|I/S|K/S|P/S|GmbH|Ltd\.?|LLC|AB|AS))\b',
            text
        )
        if m:
            return m.group(1).strip()

        # Prioritet 2: e-conomic footer: "FirmaNavn - Adresse - ..."
        # Virker både med og uden linjeskift foran
        m = re.search(
            r'(?:^|\n)([A-ZÆØÅ][A-Za-zæøåÆØÅ][^\n\-]{1,40}?)\s*[-–]\s*[A-ZÆØÅ][a-zæøåA-ZÆØÅ]',
            text, re.MULTILINE
        )
        if m:
            name = m.group(1).strip()
            if len(name) > 2 and not any(w in name.lower() for w in ('tlf', 'tel', 'mail', 'bank', 'cvr', 'mobil', 'kontonr', 'faktura')):
                return name

        # Prioritet 3: tekst umiddelbart FORAN "CVR" (typisk "FirmaNavn CVR-nr.")
        m = re.search(
            r'([A-ZÆØÅ][A-Za-zæøåÆØÅ\s&\'\.]{2,50}?)\s*[-–,]?\s*(?:CVR|cvr)',
            text
        )
        if m:
            name = m.group(1).strip().rstrip('-–, \t')
            if len(name) > 2 and not any(w in name.lower() for w in ('tlf', 'mail', 'bank')):
                return name

        return sender_name or None

    def parse_vendor_footer(text: str, own_cvr: str = '') -> dict:
        """
        Parser specifikt til e-conomic/Dinero footer-format:
        "KONI Accounting - Jernbanegade 12K, st.tv - 4000 Roskilde - DK - CVR-nr.: 35962344"

        Splitter på ' - ' og identificerer segmenterne.
        """
        result = {}
        # Find linjer der indeholder både vejnavn/postnummer OG CVR-lignende mønstre
        # eller blot det klassiske "Firma - Adresse - Postnr By" mønster
        for line in text.replace('\r', '\n').split('\n'):
            line = line.strip()
            if len(line) < 10:
                continue

            # Forsøg: split på ' - ' eller ' – '
            parts = re.split(r'\s*[-–]\s*', line)
            if len(parts) < 3:
                continue

            # Del 0 er typisk firmanavnet (ingen tal, ingen '@')
            # Del 1 er typisk adressen (indeholder tal + vejnavn)
            # Del 2 (eller del med 4 cifre) er postnummer + by
            name_candidate = parts[0].strip()
            if not name_candidate or any(c.isdigit() for c in name_candidate[:3]):
                continue
            if any(w in name_candidate.lower() for w in ('tlf', 'tel', 'mail', 'bank', 'cvr', 'mobil', 'kontonr')):
                continue

            # Find adresse-del (indeholder et vejnummer: bogstaver + tal)
            addr_part = None
            zip_city_part = None
            for part in parts[1:]:
                part = part.strip()
                # Postnummer-format: 4 cifre + by
                if re.match(r'^\d{4}\s+[A-ZÆØÅ]', part):
                    zip_city_part = part
                elif re.search(r'\d', part) and addr_part is None:
                    # Del med tal = adresse
                    if not re.match(r'^DK$', part.strip(), re.IGNORECASE):
                        addr_part = part

            if name_candidate and (addr_part or zip_city_part):
                result['name'] = name_candidate
                if addr_part and zip_city_part:
                    result['address'] = f"{addr_part}, {zip_city_part}"
                elif addr_part:
                    result['address'] = addr_part
                elif zip_city_part:
                    result['address'] = zip_city_part

            # Find CVR i denne linje
            cvr_m = re.search(r'CVR[^:]*:\s*(\d{8})', line, re.IGNORECASE)
            if cvr_m:
                val = cvr_m.group(1)
                if val != own_cvr and not is_placeholder_cvr(val):
                    result['cvr_number'] = val

            # Find telefon i denne linje
            phone_m = re.search(r'(?:Tlf|Tel|Mobil)[.:]?\s*(\+?[\d][\d\s\-]{6,15})', line, re.IGNORECASE)
            if phone_m:
                result['phone'] = clean_phone(phone_m.group(1))

            # Find email i denne linje
            email_m = re.search(r'(?:Mail|E-mail|Email)[.:]?\s*([\w.\-+]+@[\w\-]+\.[\w\-]+)', line, re.IGNORECASE)
            if email_m:
                dom = email_m.group(1).split('@')[1].lower()
                if dom not in PLATFORM_DOMAINS and 'bmc' not in dom:
                    result['email'] = email_m.group(1)
                    result['domain'] = dom

            if result.get('name') or result.get('cvr_number'):
                break  # Første matchende linje er nok

        return result


    # ── Hoved-logik ─────────────────────────────────────────────────────────
    try:
        email_result = execute_query(
            "SELECT * FROM email_messages WHERE id = %s AND deleted_at IS NULL",
            (email_id,)
        )
        if not email_result:
            raise HTTPException(status_code=404, detail="Email ikke fundet")
        email = email_result[0]

        from app.core.config import settings
        own_cvr = getattr(settings, 'OWN_CVR', '')

        # Saml tekst fra body + PDF-bilag
        text_parts = []
        if email.get('body_text'):
            text_parts.append(("body", email['body_text']))

        attachments = execute_query(
            "SELECT * FROM email_attachments WHERE email_id = %s ORDER BY id",
            (email_id,)
        )
        for att in (attachments or []):
            file_path = att.get('file_path')
            if file_path and os.path.exists(file_path):
                ct = att.get('content_type', '')
                if 'pdf' in ct or file_path.lower().endswith('.pdf'):
                    try:
                        pdf_text = await ollama_service._extract_text_from_file(file_path)
                        if pdf_text:
                            text_parts.append(("pdf", pdf_text))
                    except Exception as e:
                        logger.warning(f"⚠️ Kunne ikke læse PDF {file_path}: {e}")

        # Prioriter PDF-tekst for leverandørinfo (header + footer indeholder firmainfo)
        # Tag: første 800 tegn (header) + sidste 800 tegn (footer) fra hvert dokument
        focused_parts = []
        for src, txt in text_parts:
            if len(txt) > 1200:
                focused_parts.append(f"[{src} header]\n{txt[:800]}")
                focused_parts.append(f"[{src} footer]\n{txt[-800:]}")
            else:
                focused_parts.append(f"[{src}]\n{txt}")
        focused_text = "\n\n".join(focused_parts)
        combined_text = "\n\n".join(t for _, t in text_parts)

        # Debug: log de første 500 tegn af hvert dokument så vi kan se hvad PDF'en producerer
        for src, txt in text_parts:
            logger.info(f"📄 [{src}] tekstlængde={len(txt)} — første 300 tegn: {repr(txt[:300])}")
            logger.info(f"📄 [{src}] — sidste 300 tegn: {repr(txt[-300:])}")

        sender_name  = email.get('sender_name') or ''
        sender_email = email.get('sender_email') or ''

        # Er afsenderen en faktureringsplatform? (e-conomic etc.)
        sender_domain = sender_email.split('@')[1].lower() if '@' in sender_email else ''
        is_platform_sender = sender_domain in PLATFORM_DOMAINS

        # ── Trin 1: Prøv dedikeret footer-parser på FULD tekst ──────────────
        # (finder "Firma - Adresse - PostnrBy - CVR" linjer overalt i dokumentet)
        footer_result = parse_vendor_footer(combined_text, own_cvr)
        logger.info(f"🏷️ Footer-parser resultat: {footer_result}")

        # Brug ikke sender_email som leverandør-email når det er en platform
        vendor_email = footer_result.get('email')
        if not vendor_email:
            if not is_platform_sender and sender_email:
                vendor_email = sender_email
            else:
                for em in re.finditer(r'[\w.\-+]+@([\w\-]+\.[\w\-]+(?:\.[\w]{2,6})?)', focused_text):
                    dom = em.group(1).lower()
                    if dom not in PLATFORM_DOMAINS and 'bmc' not in dom:
                        vendor_email = em.group(0)
                        break

        # ── Trin 2: Generisk regex udtræk (supplerer footer-parser) ──────────
        suggestion = {
            "name":       footer_result.get('name') or extract_company_name(focused_text, sender_name) or sender_name,
            "email":      vendor_email,
            "cvr_number": footer_result.get('cvr_number') or extract_cvr(focused_text, own_cvr),
            "phone":      footer_result.get('phone') or extract_phones(focused_text),
            "address":    footer_result.get('address') or extract_address(focused_text),
            "domain":     footer_result.get('domain') or extract_domain(focused_text, sender_email if not is_platform_sender else ''),
            "source":     "regex"
        }

        logger.info(f"🔍 Regex udtræk for email {email_id}: {suggestion}")

        # ── AI udtræk (forbedrer regex-resultat) ────────────────────────────
        if focused_text.strip():
            try:
                # Send kun den fokuserede tekst (max 4000 tegn) til AI
                ai_text = focused_text[:4000]

                # Pre-filtrer hints inden AI ser dem (undgå at sende placeholders som hints)
                hint_cvr = suggestion.get('cvr_number')
                if hint_cvr and is_placeholder_cvr(hint_cvr):
                    hint_cvr = None
                hint_addr = suggestion.get('address')
                if hint_addr and any(ph in hint_addr.lower() for ph in PLACEHOLDER_ADDRESSES):
                    hint_addr = None
                hint_domain = suggestion.get('domain')
                if hint_domain and is_platform_or_spam(hint_domain):
                    hint_domain = None

                prompt = f"""Du er en ekspert i at udtrække firmaoplysninger fra danske fakturaer og e-mails.

OPGAVE: Find LEVERANDØRENS firmaoplysninger i teksten nedenfor.
Leverandøren er AFSENDEREN (sælger/udsteder) - IKKE BMC Networks og IKKE køber/modtager.

VIGTIGT: E-mails kan være sendt via faktureringsplatforme som e-conomic, Dinero, Billy osv.
I så fald er leverandøren den virksomhed DER EJER fakturaen - IKKE platformen selv.
Ignorer alle data tilhørende: e-conomic.com, dinero.dk, billy.dk, uniconta.com

RETURNER KUN DETTE JSON - ingen forklaring, ingen markdown:
{{
  "name": "Firmanavn ApS",
  "cvr_number": "87654321",
  "address": "Rigtig Vej 5, 2200 København",
  "phone": "12345678",
  "email": "kontakt@firma.dk",
  "domain": "firma.dk"
}}

REGLER:
- name: Firmanavn med A/S, ApS, IVS osv. - IKKE BMC Networks, IKKE e-conomic
- cvr_number: Præcis 8 cifre efter "CVR", "CVR-nr", "Moms" eller "DK" - IGNORER {own_cvr}, IGNORER 12345678 (placeholder)
- address: Fuld RIGTIG adresse med postnummer og by - IGNORER "Vejnavn 1, 1234 By" (placeholder)
- phone: Telefonnummer - foretrukket format: "+45 XXXX XXXX" eller "XXXX XXXX"
- email: Kontakt-email til firmaet - IKKE e-conomic.com, IKKE post@e-conomic.com
- domain: Hjemmeside-domæne - IKKE e-conomic.com, IKKE faktureringsplatform
- Sæt null for felter der IKKE kan findes med sikkerhed

KENDTE REGEX-RESULTATER (brug som hjælp - disse er allerede filtrerede):
- cvr: {hint_cvr or 'ikke fundet'}
- phone: {suggestion.get('phone') or 'ikke fundet'}
- address: {hint_addr or 'ikke fundet'}
- domain: {hint_domain or 'ikke fundet'}

TEKST:
{ai_text}

JSON:"""

                ai_result = await ollama_service.extract_from_text(prompt)
                if ai_result and isinstance(ai_result, dict):
                    improved = False
                    for field in ('name', 'cvr_number', 'address', 'phone', 'email', 'domain'):
                        val = ai_result.get(field)
                        if val and str(val).strip() not in ('null', '', 'N/A', 'None', own_cvr):
                            new_val = str(val).strip()
                            if new_val != str(suggestion.get(field) or ''):
                                suggestion[field] = new_val
                                improved = True
                    if improved:
                        suggestion['source'] = 'ai'
                    logger.info(f"✅ AI vendor suggestion for email {email_id}: {suggestion}")
            except Exception as e:
                logger.warning(f"⚠️ AI udtræk fejlede, bruger regex-resultat: {e}")

        # Rens: fjern platform/spam domæner
        if suggestion.get('domain') and is_platform_or_spam(suggestion['domain']):
            suggestion['domain'] = None

        # Fjern own_cvr og placeholder CVRs
        if suggestion.get('cvr_number') == own_cvr or (
            suggestion.get('cvr_number') and is_placeholder_cvr(suggestion['cvr_number'])
        ):
            suggestion['cvr_number'] = None

        # Fjern placeholder-adresser (e-conomic og lignende skabeloner)
        addr_lower = (suggestion.get('address') or '').lower().strip()
        if any(ph in addr_lower for ph in PLACEHOLDER_ADDRESSES):
            suggestion['address'] = None

        # Fjern platform email hvis AI satte den alligevel
        if suggestion.get('email') and '@' in suggestion.get('email', ''):
            em_domain = suggestion['email'].split('@')[-1].lower()
            if em_domain in PLATFORM_DOMAINS:
                suggestion['email'] = None

        return suggestion

    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ extract-vendor-suggestion fejlede for email {email_id}: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.delete("/emails/{email_id}")
async def delete_email(email_id: int):
    """Soft delete email"""
    try:
        query = """
            UPDATE email_messages 
            SET deleted_at = CURRENT_TIMESTAMP 
            WHERE id = %s AND deleted_at IS NULL
        """
        execute_update(query, (email_id,))
        
        logger.info(f"🗑️ Deleted email {email_id}")
        return {"success": True, "message": "Email deleted"}
    
    except Exception as e:
        logger.error(f"❌ Error deleting email {email_id}: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/{email_id}/reprocess")
async def reprocess_email(email_id: int):
    """Reprocess email (re-classify, run workflows, and apply rules)"""
    try:
        # Get email
        query = "SELECT * FROM email_messages WHERE id = %s AND deleted_at IS NULL"
        result = execute_query(query, (email_id,))
        
        if not result:
            raise HTTPException(status_code=404, detail="Email not found")
        
        email = result[0]
        
        # Re-classify and run full processing pipeline
        processor = EmailProcessorService()
        processing_result = await processor.process_single_email(email)
        
        # Re-fetch updated email
        result = execute_query(query, (email_id,))
        email = result[0]
        
        logger.info(f"🔄 Reprocessed email {email_id}: {email['classification']} ({email.get('confidence_score', 0):.2f})")
        return {
            "success": True,
            "message": "Email reprocessed with workflows",
            "classification": email['classification'],
            "confidence": email.get('confidence_score', 0),
            "workflows_executed": processing_result.get('workflows_executed', 0)
        }
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error reprocessing email {email_id}: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/process")
async def process_emails():
    """Manually trigger email processing"""
    try:
        processor = EmailProcessorService()
        stats = await processor.process_inbox()
        
        return {
            "success": True,
            "message": "Email processing completed",
            "stats": stats
        }
    
    except Exception as e:
        logger.error(f"❌ Email processing failed: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/upload")
async def upload_emails(files: List[UploadFile] = File(...)):
    """
    Upload email files (.eml or .msg) via drag-and-drop
    Supports multiple files at once
    """
    from app.services.email_service import EmailService
    from app.services.email_processor_service import EmailProcessorService
    from app.services.email_workflow_service import email_workflow_service
    from app.services.email_activity_logger import EmailActivityLogger
    from app.core.config import settings
    
    email_service = EmailService()
    processor = EmailProcessorService()
    activity_logger = EmailActivityLogger()
    
    results = []
    max_size = settings.EMAIL_MAX_UPLOAD_SIZE_MB * 1024 * 1024  # Convert MB to bytes
    
    logger.info(f"📤 Upload started: {len(files)} file(s)")
    
    for file in files:
        try:
            logger.info(f"📄 Processing file: {file.filename}")
            
            # Validate file type
            if not file.filename.lower().endswith(('.eml', '.msg')):
                logger.warning(f"⚠️ Skipped non-email file: {file.filename}")
                results.append({
                    "filename": file.filename,
                    "status": "skipped",
                    "message": "Only .eml and .msg files are supported"
                })
                continue
            
            # Read file content
            content = await file.read()
            logger.info(f"📊 File size: {len(content)} bytes")
            
            # Check file size
            if len(content) > max_size:
                logger.warning(f"⚠️ File too large: {file.filename}")
                results.append({
                    "filename": file.filename,
                    "status": "error",
                    "message": f"File too large (max {settings.EMAIL_MAX_UPLOAD_SIZE_MB}MB)"
                })
                continue
            
            # Parse email based on file type
            if file.filename.lower().endswith('.eml'):
                logger.info(f"📧 Parsing .eml file: {file.filename}")
                email_data = email_service.parse_eml_file(content)
            else:  # .msg
                logger.info(f"📧 Parsing .msg file: {file.filename}")
                email_data = email_service.parse_msg_file(content)
            
            if not email_data:
                logger.error(f"❌ Failed to parse: {file.filename}")
                results.append({
                    "filename": file.filename,
                    "status": "error",
                    "message": "Failed to parse email file"
                })
                continue
            
            logger.info(f"✅ Parsed: {email_data.get('subject', 'No Subject')[:50]}")
            
            # Save to database
            email_id = await email_service.save_uploaded_email(email_data)
            
            if email_id is None:
                logger.info(f"⏭️ Duplicate email: {file.filename}")
                results.append({
                    "filename": file.filename,
                    "status": "duplicate",
                    "message": "Email already exists in system"
                })
                continue
            
            logger.info(f"💾 Saved to database with ID: {email_id}")
            
            # Log activity
            activity_logger.log_fetched(
                email_id=email_id,
                source="manual_upload",
                metadata={"filename": file.filename}
            )
            
            # Auto-classify
            classification = None
            confidence = None
            try:
                logger.info(f"🤖 Classifying email {email_id}...")
                classification, confidence = await processor.classify_email(
                    email_data['subject'],
                    email_data['body_text'] or email_data['body_html']
                )
                
                logger.info(f"✅ Classified as: {classification} ({confidence:.2f})")
                
                # Update classification
                update_query = """
                    UPDATE email_messages 
                    SET classification = %s, confidence_score = %s, 
                        classification_date = CURRENT_TIMESTAMP
                    WHERE id = %s
                """
                execute_update(update_query, (classification, confidence, email_id))
                
                activity_logger.log_classified(
                    email_id=email_id,
                    classification=classification,
                    confidence=confidence,
                    metadata={"method": "auto", "source": "manual_upload"}
                )
            except Exception as e:
                logger.warning(f"⚠️ Classification failed for uploaded email: {e}")
            
            # Execute workflows
            try:
                logger.info(f"⚙️ Executing workflows for email {email_id}...")
                await email_workflow_service.execute_workflows_for_email(email_id)
            except Exception as e:
                logger.warning(f"⚠️ Workflow execution failed for uploaded email: {e}")
            
            results.append({
                "filename": file.filename,
                "status": "success",
                "message": "Email imported successfully",
                "email_id": email_id,
                "subject": email_data['subject'],
                "classification": classification,
                "confidence": confidence,
                "attachments": len(email_data.get('attachments', []))
            })
            
            logger.info(f"✅ Successfully processed: {file.filename} -> Email ID {email_id}")
        
        except Exception as e:
            logger.error(f"❌ Failed to process {file.filename}: {e}", exc_info=True)
            results.append({
                "filename": file.filename,
                "status": "error",
                "message": str(e)
            })
    
    # Summary
    success_count = len([r for r in results if r["status"] == "success"])
    duplicate_count = len([r for r in results if r["status"] == "duplicate"])
    error_count = len([r for r in results if r["status"] == "error"])
    skipped_count = len([r for r in results if r["status"] == "skipped"])
    
    logger.info(f"📊 Upload summary: {success_count} success, {duplicate_count} duplicates, {error_count} errors, {skipped_count} skipped")
    
    return {
        "uploaded": success_count,
        "duplicates": duplicate_count,
        "failed": error_count,
        "skipped": skipped_count,
        "results": results
    }


@router.get("/emails/processing/stats")
async def get_processing_stats():
    """Get email processing statistics"""
    try:
        query = """
            SELECT 
                COUNT(*) as total_emails,
                COUNT(*) FILTER (WHERE status = 'new') as new_emails,
                COUNT(*) FILTER (WHERE status = 'processed') as processed_emails,
                COUNT(*) FILTER (WHERE status = 'error') as error_emails,
                COUNT(*) FILTER (WHERE has_attachments = true) as with_attachments,
                COUNT(*) FILTER (WHERE import_method = 'manual_upload') as manually_uploaded,
                COUNT(*) FILTER (WHERE import_method = 'imap') as from_imap,
                COUNT(*) FILTER (WHERE import_method = 'graph_api') as from_graph_api,
                MAX(received_date) as last_email_received
            FROM email_messages
            WHERE deleted_at IS NULL
                AND received_date >= NOW() - INTERVAL '30 days'
        """
        result = execute_query(query)
        
        if result:
            return result[0]
        else:
            return {
                "total_emails": 0,
                "new_emails": 0,
                "processed_emails": 0,
                "error_emails": 0,
                "with_attachments": 0,
                "manually_uploaded": 0,
                "from_imap": 0,
                "from_graph_api": 0,
                "last_email_received": None
            }
    
    except Exception as e:
        logger.error(f"❌ Error getting processing stats: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/bulk/archive")
async def bulk_archive(email_ids: List[int]):
    """Bulk archive emails"""
    try:
        if not email_ids:
            raise HTTPException(status_code=400, detail="No email IDs provided")
        
        placeholders = ','.join(['%s'] * len(email_ids))
        query = f"""
            UPDATE email_messages 
            SET status = 'archived', updated_at = CURRENT_TIMESTAMP
            WHERE id IN ({placeholders}) AND deleted_at IS NULL
        """
        execute_update(query, tuple(email_ids))
        
        logger.info(f"📦 Bulk archived {len(email_ids)} emails")
        return {"success": True, "message": f"{len(email_ids)} emails archived"}
    
    except Exception as e:
        logger.error(f"❌ Error bulk archiving: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/bulk/reprocess")
async def bulk_reprocess(email_ids: List[int]):
    """Bulk reprocess emails"""
    try:
        if not email_ids:
            raise HTTPException(status_code=400, detail="No email IDs provided")
        
        processor = EmailProcessorService()
        success_count = 0
        
        for email_id in email_ids:
            try:
                # Get email
                query = "SELECT * FROM email_messages WHERE id = %s AND deleted_at IS NULL"
                result = execute_query(query, (email_id,))
                
                if result:
                    email_data = result[0]
                    # Use central processing logic
                    await processor.process_single_email(email_data)
                    success_count += 1
            except Exception as e:
                logger.error(f"Error reprocessing email {email_id}: {e}")
                
        return {"success": True, "count": success_count}
    
    except Exception as e:
        logger.error(f"❌ Error bulk reprocessing: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/bulk/delete")
async def bulk_delete(email_ids: List[int]):
    """Bulk soft delete emails"""
    try:
        if not email_ids:
            raise HTTPException(status_code=400, detail="No email IDs provided")
        
        placeholders = ','.join(['%s'] * len(email_ids))
        query = f"""
            UPDATE email_messages 
            SET deleted_at = CURRENT_TIMESTAMP
            WHERE id IN ({placeholders}) AND deleted_at IS NULL
        """
        execute_update(query, tuple(email_ids))
        
        logger.info(f"🗑️ Bulk deleted {len(email_ids)} emails")
        return {"success": True, "message": f"{len(email_ids)} emails deleted"}
    
    except Exception as e:
        logger.error(f"❌ Error bulk deleting: {e}")
        raise HTTPException(status_code=500, detail=str(e))


class ClassificationUpdate(BaseModel):
    classification: str
    confidence: Optional[float] = None


@router.put("/emails/{email_id}/classify")
async def update_classification(email_id: int, data: ClassificationUpdate):
    """Manually update email classification"""
    try:
        valid_classifications = [
            'invoice', 'freight_note', 'order_confirmation', 'time_confirmation',
            'case_notification', 'customer_email', 'bankruptcy', 'general', 'spam', 'unknown'
        ]
        
        if data.classification not in valid_classifications:
            raise HTTPException(status_code=400, detail=f"Invalid classification. Must be one of: {valid_classifications}")
        
        confidence = data.confidence if data.confidence is not None else 1.0
        
        query = """
            UPDATE email_messages 
            SET classification = %s,
                confidence_score = %s,
                classification_date = CURRENT_TIMESTAMP
            WHERE id = %s AND deleted_at IS NULL
        """
        execute_update(query, (data.classification, confidence, email_id))
        
        logger.info(f"✏️ Manual classification: Email {email_id} → {data.classification}")
        return {
            "success": True,
            "message": f"Email {email_id} classified as '{data.classification}'"
        }
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error updating classification: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.delete("/emails/{email_id}")
async def delete_email(email_id: int):
    """Soft delete email"""
    try:
        query = """
            UPDATE email_messages 
            SET deleted_at = CURRENT_TIMESTAMP
            WHERE id = %s
        """
        execute_query(query, (email_id,))
        
        return {
            "success": True,
            "message": f"Email {email_id} deleted"
        }
    
    except Exception as e:
        logger.error(f"❌ Error deleting email: {e}")
        raise HTTPException(status_code=500, detail=str(e))


# Email Rules Endpoints
@router.get("/email-rules", response_model=List[EmailRule])
async def list_rules():
    """Get all email rules"""
    try:
        query = """
            SELECT * FROM email_rules 
            ORDER BY priority ASC, name ASC
        """
        result = execute_query(query)
        return result
    
    except Exception as e:
        logger.error(f"❌ Error listing rules: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/email-rules", response_model=EmailRule)
async def create_rule(rule: EmailRule):
    """Create new email rule"""
    try:
        query = """
            INSERT INTO email_rules 
            (name, description, conditions, action_type, action_params, priority, enabled, created_by_user_id)
            VALUES (%s, %s, %s, %s, %s, %s, %s, 1)
            RETURNING *
        """
        
        import json
        result = execute_query(query, (
            rule.name,
            rule.description,
            json.dumps(rule.conditions),
            rule.action_type,
            json.dumps(rule.action_params or {}),
            rule.priority,
            rule.enabled
        ))
        
        if result:
            logger.info(f"✅ Created email rule: {rule.name}")
            return result[0]
        else:
            raise HTTPException(status_code=500, detail="Failed to create rule")
    
    except Exception as e:
        logger.error(f"❌ Error creating rule: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.put("/email-rules/{rule_id}", response_model=EmailRule)
async def update_rule(rule_id: int, rule: EmailRule):
    """Update existing email rule"""
    try:
        import json
        query = """
            UPDATE email_rules 
            SET name = %s, 
                description = %s, 
                conditions = %s, 
                action_type = %s, 
                action_params = %s, 
                priority = %s, 
                enabled = %s
            WHERE id = %s
            RETURNING *
        """
        
        result = execute_query(query, (
            rule.name,
            rule.description,
            json.dumps(rule.conditions),
            rule.action_type,
            json.dumps(rule.action_params or {}),
            rule.priority,
            rule.enabled,
            rule_id
        ))
        
        if result:
            logger.info(f"✅ Updated email rule {rule_id}")
            return result[0]
        else:
            raise HTTPException(status_code=404, detail="Rule not found")
    
    except Exception as e:
        logger.error(f"❌ Error updating rule: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.delete("/email-rules/{rule_id}")
async def delete_rule(rule_id: int):
    """Delete email rule"""
    try:
        query = "DELETE FROM email_rules WHERE id = %s"
        execute_query(query, (rule_id,))
        
        return {
            "success": True,
            "message": f"Rule {rule_id} deleted"
        }
    
    except Exception as e:
        logger.error(f"❌ Error deleting rule: {e}")
        raise HTTPException(status_code=500, detail=str(e))


# Statistics Endpoint
@router.get("/emails/stats/summary")
async def get_email_stats():
    """Get email processing statistics"""
    try:
        query = """
            SELECT 
                COUNT(*) as total_emails,
                COUNT(CASE WHEN status = 'new' THEN 1 END) as new_emails,
                COUNT(CASE WHEN status = 'processed' THEN 1 END) as processed_emails,
                COUNT(CASE WHEN classification = 'invoice' THEN 1 END) as invoices,
                COUNT(CASE WHEN classification = 'time_confirmation' THEN 1 END) as time_confirmations,
                COUNT(CASE WHEN classification = 'newsletter' THEN 1 END) as newsletters,
                COUNT(CASE WHEN classification = 'spam' THEN 1 END) as spam_emails,
                COUNT(CASE WHEN auto_processed THEN 1 END) as auto_processed,
                AVG(confidence_score) as avg_confidence
            FROM email_messages
            WHERE deleted_at IS NULL
        """
        
        result = execute_query(query)
        return result[0] if result else {}
    
    except Exception as e:
        logger.error(f"❌ Error getting stats: {e}")
        raise HTTPException(status_code=500, detail=str(e))


# ========== Workflow Endpoints ==========

@router.get("/workflows", response_model=List[EmailWorkflow])
async def list_workflows():
    """Get all email workflows"""
    try:
        query = """
            SELECT * FROM email_workflows 
            ORDER BY priority ASC, name ASC
        """
        result = execute_query(query)
        return result
    
    except Exception as e:
        logger.error(f"❌ Error listing workflows: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/workflows/{workflow_id}", response_model=EmailWorkflow)
async def get_workflow(workflow_id: int):
    """Get specific workflow by ID"""
    try:
        query = "SELECT * FROM email_workflows WHERE id = %s"
        result = execute_query(query, (workflow_id,))
        
        if not result:
            raise HTTPException(status_code=404, detail="Workflow not found")
        
        return result
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error getting workflow: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/workflows", response_model=EmailWorkflow)
async def create_workflow(workflow: EmailWorkflow):
    """Create new email workflow"""
    try:
        import json
        
        query = """
            INSERT INTO email_workflows 
            (name, description, classification_trigger, sender_pattern, subject_pattern,
             confidence_threshold, workflow_steps, priority, enabled, stop_on_match, created_by_user_id)
            VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, 1)
            RETURNING *
        """
        
        result = execute_query(query, (
            workflow.name,
            workflow.description,
            workflow.classification_trigger,
            workflow.sender_pattern,
            workflow.subject_pattern,
            workflow.confidence_threshold,
            json.dumps(workflow.workflow_steps),
            workflow.priority,
            workflow.enabled,
            workflow.stop_on_match
        ))
        
        if result:
            logger.info(f"✅ Created workflow: {workflow.name}")
            return result
        else:
            raise HTTPException(status_code=500, detail="Failed to create workflow")
    
    except Exception as e:
        logger.error(f"❌ Error creating workflow: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.put("/workflows/{workflow_id}", response_model=EmailWorkflow)
async def update_workflow(workflow_id: int, workflow: EmailWorkflow):
    """Update existing email workflow"""
    try:
        import json
        
        query = """
            UPDATE email_workflows 
            SET name = %s, 
                description = %s, 
                classification_trigger = %s,
                sender_pattern = %s,
                subject_pattern = %s,
                confidence_threshold = %s,
                workflow_steps = %s,
                priority = %s, 
                enabled = %s,
                stop_on_match = %s
            WHERE id = %s
            RETURNING *
        """
        
        result = execute_query(query, (
            workflow.name,
            workflow.description,
            workflow.classification_trigger,
            workflow.sender_pattern,
            workflow.subject_pattern,
            workflow.confidence_threshold,
            json.dumps(workflow.workflow_steps),
            workflow.priority,
            workflow.enabled,
            workflow.stop_on_match,
            workflow_id
        ))
        
        if result:
            logger.info(f"✅ Updated workflow {workflow_id}")
            return result
        else:
            raise HTTPException(status_code=404, detail="Workflow not found")
    
    except Exception as e:
        logger.error(f"❌ Error updating workflow: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.delete("/workflows/{workflow_id}")
async def delete_workflow(workflow_id: int):
    """Delete email workflow"""
    try:
        query = "DELETE FROM email_workflows WHERE id = %s"
        execute_update(query, (workflow_id,))
        
        logger.info(f"🗑️ Deleted workflow {workflow_id}")
        return {"success": True, "message": f"Workflow {workflow_id} deleted"}
    
    except Exception as e:
        logger.error(f"❌ Error deleting workflow: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/workflows/{workflow_id}/toggle")
async def toggle_workflow(workflow_id: int):
    """Toggle workflow enabled status"""
    try:
        query = """
            UPDATE email_workflows 
            SET enabled = NOT enabled
            WHERE id = %s
            RETURNING enabled
        """
        result = execute_query(query, (workflow_id,))
        
        if not result:
            raise HTTPException(status_code=404, detail="Workflow not found")
        
        status = "enabled" if result['enabled'] else "disabled"
        logger.info(f"🔄 Workflow {workflow_id} {status}")
        
        return {
            "success": True,
            "workflow_id": workflow_id,
            "enabled": result['enabled']
        }
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error toggling workflow: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/emails/{email_id}/execute-workflows")
async def execute_workflows_for_email(email_id: int):
    """Manually trigger workflow execution for an email"""
    try:
        # Get email data
        query = """
            SELECT id, message_id, subject, sender_email, sender_name, body_text,
                   classification, confidence_score, status
            FROM email_messages
            WHERE id = %s AND deleted_at IS NULL
        """
        email_result = execute_query(query, (email_id,))
        
        if not email_result:
            raise HTTPException(status_code=404, detail="Email not found")
        
        email_data = email_result[0]  # Get first row as dict
        
        # Execute workflows
        result = await email_workflow_service.execute_workflows(email_data)
        
        return result
    
    except HTTPException:
        raise
    except Exception as e:
        logger.error(f"❌ Error executing workflows: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/workflow-executions", response_model=List[WorkflowExecution])
async def list_workflow_executions(
    workflow_id: Optional[int] = Query(None),
    email_id: Optional[int] = Query(None),
    status: Optional[str] = Query(None),
    limit: int = Query(50, le=500)
):
    """Get workflow execution history"""
    try:
        where_clauses = []
        params = []
        
        if workflow_id:
            where_clauses.append("workflow_id = %s")
            params.append(workflow_id)
        
        if email_id:
            where_clauses.append("email_id = %s")
            params.append(email_id)
        
        if status:
            where_clauses.append("status = %s")
            params.append(status)
        
        where_sql = " AND ".join(where_clauses) if where_clauses else "1=1"
        
        query = f"""
            SELECT * FROM email_workflow_executions
            WHERE {where_sql}
            ORDER BY started_at DESC
            LIMIT %s
        """
        
        params.append(limit)
        result = execute_query(query, tuple(params))
        
        return result
    
    except Exception as e:
        logger.error(f"❌ Error listing workflow executions: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/workflow-actions", response_model=List[WorkflowAction])
async def list_workflow_actions():
    """Get all available workflow actions"""
    try:
        query = """
            SELECT * FROM email_workflow_actions 
            WHERE enabled = true
            ORDER BY category, name
        """
        result = execute_query(query)
        return result
    
    except Exception as e:
        logger.error(f"❌ Error listing workflow actions: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/workflows/stats/summary")
async def get_workflow_stats():
    """Get workflow execution statistics"""
    try:
        query = """
            SELECT * FROM v_workflow_stats
        """
        result = execute_query(query)
        return result
    
    except Exception as e:
        logger.error(f"❌ Error getting workflow stats: {e}")
        raise HTTPException(status_code=500, detail=str(e))


# ========== Email Activity Log Endpoints ==========

class EmailActivityLog(BaseModel):
    id: int
    email_id: int
    event_type: str
    event_category: str
    description: str
    metadata: Optional[dict]
    user_id: Optional[int]
    user_name: Optional[str]
    created_at: datetime
    created_by: str


@router.get("/emails/{email_id}/activity", response_model=List[EmailActivityLog])
async def get_email_activity_log(email_id: int, limit: int = Query(default=100, le=500)):
    """Get complete activity log for an email"""
    try:
        query = """
            SELECT 
                eal.id,
                eal.email_id,
                eal.event_type,
                eal.event_category,
                eal.description,
                eal.metadata,
                eal.user_id,
                u.username as user_name,
                eal.created_at,
                eal.created_by
            FROM email_activity_log eal
            LEFT JOIN users u ON eal.user_id = u.user_id
            WHERE eal.email_id = %s
            ORDER BY eal.created_at DESC
            LIMIT %s
        """
        result = execute_query(query, (email_id, limit))
        return result
    
    except Exception as e:
        logger.error(f"❌ Error getting email activity log: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/emails/activity/recent", response_model=List[EmailActivityLog])
async def get_recent_activity(
    limit: int = Query(default=50, le=200),
    event_type: Optional[str] = None,
    event_category: Optional[str] = None
):
    """Get recent email activity across all emails"""
    try:
        conditions = []
        params = []
        
        if event_type:
            conditions.append("eal.event_type = %s")
            params.append(event_type)
        
        if event_category:
            conditions.append("eal.event_category = %s")
            params.append(event_category)
        
        where_clause = f"WHERE {' AND '.join(conditions)}" if conditions else ""
        params.append(limit)
        
        query = f"""
            SELECT 
                eal.id,
                eal.email_id,
                eal.event_type,
                eal.event_category,
                eal.description,
                eal.metadata,
                eal.user_id,
                u.username as user_name,
                eal.created_at,
                eal.created_by
            FROM email_activity_log eal
            LEFT JOIN users u ON eal.user_id = u.user_id
            {where_clause}
            ORDER BY eal.created_at DESC
            LIMIT %s
        """
        result = execute_query(query, tuple(params))
        return result
    
    except Exception as e:
        logger.error(f"❌ Error getting recent activity: {e}")
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/emails/activity/stats")
async def get_activity_stats():
    """Get activity statistics"""
    try:
        query = """
            SELECT 
                event_type,
                event_category,
                COUNT(*) as count,
                MAX(created_at) as last_occurrence
            FROM email_activity_log
            WHERE created_at >= NOW() - INTERVAL '7 days'
            GROUP BY event_type, event_category
            ORDER BY count DESC
        """
        result = execute_query(query)
        return result
    
    except Exception as e:
        logger.error(f"❌ Error getting activity stats: {e}")
        raise HTTPException(status_code=500, detail=str(e))