Initial commit

.env

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+# Option A: single URL (recommended)
+DATABASE_URL=postgresql+psycopg2://admin:Package%40123%23@31.97.228.132:5432/pgworkolik
+DB_ECHO=false
+
+# App Settings
+APP_SECRET=80khAhsZiYbCXB_mehHfGZ-oAhmU9jxPp8AR11AUuvWz-wpUgIXliqVOfNihYIhV
+
+
+# Option B: parts (no DATABASE_URL needed if you set all parts)
+DB_HOST=31.97.228.132
+DB_PORT=5432
+DB_NAME=pgworkolik
+DB_USER=admin
+DB_PASSWORD=Package@123#
+DB_ECHO=false
+
+# App Settings
+APP_SECRET=80khAhsZiYbCXB_mehHfGZ-oAhmU9jxPp8AR11AUuvWz-wpUgIXliqVOfNihYIhV
+BACKGROUND_IMAGE_URL=assets/bg.jpg
+
+
+SMTP_HOST=smtp.gmail.com
+SMTP_PORT=587
+SMTP_USER=workolik360@gmail.com
+SMTP_PASSWORD=nggo euhg chus yyyw
+SMTP_USE_TLS=true
+SMTP_FROM_EMAIL=workolik360@gmail.com
+SMTP_FROM_NAME=Workolik Team
+
+REPORT_RECIPIENTS=Darshan@caman.au,darshan@caman.com.au,workolik360@gmail.com,ColinA@caman.au,ColinA@caman.com.au,tabs@tuckerfresh.com.au,jay@tuckerfresh.com.au,sanjay@tuckerfresh.com.au,veer@tuckerfresh.com.au
+
+
+BCC_RECIPIENTS=fazulilahi@gmail.com 
+
+# Darshan@caman.au,ColinA@caman.au,tabs@tuckerfresh.com.au,
+# jay@tuckerfresh.com.au

.streamlit/config.toml

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+[theme]
+base = "light"
+primaryColor = "#4F46E5"
+backgroundColor = "#F8FAFC"
+secondaryBackgroundColor = "#FFFFFF"
+textColor = "#0F172A"
+font = "sans serif"
+
+[client]
+showSidebarNavigation = false
+
+[server]
+fileWatcherType = "poll"

Dockerfile

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+FROM python:3.12-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1 \
+    PIP_NO_CACHE_DIR=1 \
+    STREAMLIT_BROWSER_GATHER_USAGE_STATS=false
+
+WORKDIR /app
+
+# System deps (timezone data for TZ support)
+RUN apt-get update && apt-get install -y --no-install-recommends tzdata && rm -rf /var/lib/apt/lists/*
+
+COPY requirements.txt /app/
+RUN pip install -r requirements.txt
+
+COPY . /app
+
+EXPOSE 8501
+
+CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]
+
+

README.md

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+## TuckerF Workolik - Streamlit App
+
+A modern Streamlit application with Postgres-backed authentication and a clean architecture. Includes three pages: See logs, See payload, and Mailer.
+
+### Quickstart
+1. Create a `.env` file from `.env.example` and fill values.
+2. Install dependencies:
+```
+pip install -r requirements.txt
+```
+3. Run the app:
+```
+streamlit run app.py
+```
+
+### Notes
+- `pages/` lives at project root (Streamlit requirement).
+- All other implementation code is under `app_core/` for clean structure.

app.py

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+# -*- coding: utf-8 -*-
+import os
+import streamlit as st
+from app_core.config.settings import AppSettings
+from app_core.services.auth_service import AuthService
+from app_core.ui.auth_ui import render_auth_card
+from app_core.ui.layout import apply_global_style, render_topbar, render_header, render_sidebar_logo
+
+settings = AppSettings()  # loads env
+
+# App config
+st.set_page_config(
+    page_title="Workolik",
+    page_icon="assets/workolik.png",
+    layout="wide",
+    initial_sidebar_state="expanded",
+)
+
+apply_global_style(background_url=os.getenv("BACKGROUND_IMAGE_URL"))
+
+auth_service = AuthService()
+
+# Initialize session state
+if "auth_user" not in st.session_state:
+    st.session_state.auth_user = None
+
+# ✅ FIXED MENU (no emojis here)
+menu = ["Analytics", "Data", "Mailer", "Mappings"]
+
+# ✅ ICON MAP
+icons = {
+    "Analytics": "📊",
+    "Data": "📦",
+    "Mailer": "✉️",
+    "Mappings": "📋"
+}
+
+if st.session_state.auth_user is None:
+    render_topbar()
+    st.markdown('<style>[data-testid="stSidebar"]{display:none;}</style>', unsafe_allow_html=True)
+    render_auth_card(auth_service)
+    st.stop()
+
+# Topbar
+render_topbar()
+
+# Dim background
+st.markdown("""
+    <style>
+    .stApp::before { opacity: 0.1 !important; }
+    </style>
+""", unsafe_allow_html=True)
+
+with st.sidebar:
+    render_sidebar_logo()
+
+    st.markdown('<div class="sidebar-content">', unsafe_allow_html=True)
+
+    # Navigation
+    st.markdown('<div class="sidebar-section">', unsafe_allow_html=True)
+    st.markdown("### Navigation")
+
+    choice = st.selectbox(
+        "Page",
+        menu,
+        index=0,
+        format_func=lambda x: f"{icons.get(x, '')} {x}"  # ✅ Safe rendering
+    )
+
+    st.markdown('</div>', unsafe_allow_html=True)
+
+    # Spacer
+    st.markdown('<div class="sidebar-spacer"></div>', unsafe_allow_html=True)
+
+    # Logout Section
+    st.markdown('<div class="sidebar-logout">', unsafe_allow_html=True)
+    st.caption(f"Logged in as: {st.session_state.auth_user['email']}")
+
+    if st.button("Logout", type="secondary"):
+        st.session_state.auth_user = None
+        st.rerun()
+
+    st.markdown('</div>', unsafe_allow_html=True)
+    st.markdown('</div>', unsafe_allow_html=True)
+
+# ✅ ROUTING FIXED (no emojis in condition)
+if choice == "Analytics":
+    from pages.see_logs import render_page
+    render_page()
+
+elif choice == "Data":
+    from pages.see_payload import render_page
+    render_page()
+
+elif choice == "Mailer":
+    from pages.mailer import render_page
+    render_page()
+
+elif choice == "Mappings":
+    from pages.mappings import render_page
+    render_page()

app_core/__init__.py

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+# App Core Package

app_core/config/__init__.py

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+# Config Package

app_core/config/settings.py

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+import os
+from dotenv import load_dotenv
+from pydantic import BaseModel
+
+# Load .env first (if present)
+load_dotenv(dotenv_path=".env", override=False)
+# Also load .env-example.txt as a fallback for local dev (does not override)
+load_dotenv(dotenv_path=".env-example.txt", override=False)
+
+class AppSettings(BaseModel):
+    # Raw pieces
+    db_host: str | None = os.getenv("DB_HOST")
+    db_port: str | None = os.getenv("DB_PORT")
+    db_name: str | None = os.getenv("DB_NAME")
+    db_user: str | None = os.getenv("DB_USER")
+    db_password: str | None = os.getenv("DB_PASSWORD")
+    db_echo: bool = os.getenv("DB_ECHO", "false").lower() == "true"
+
+    # Optional complete URL (takes precedence if set)
+    database_url_env: str | None = os.getenv("DATABASE_URL")
+
+    app_secret: str = os.getenv("APP_SECRET", "change_me")
+    background_image_url: str | None = os.getenv("BACKGROUND_IMAGE_URL")
+
+    # SMTP / Email settings
+    smtp_host: str | None = os.getenv("SMTP_HOST")
+    smtp_port: int | None = int(os.getenv("SMTP_PORT", "587"))
+    smtp_user: str | None = os.getenv("SMTP_USER")
+    smtp_password: str | None = os.getenv("SMTP_PASSWORD")
+    smtp_use_tls: bool = os.getenv("SMTP_USE_TLS", "true").lower() == "true"
+    smtp_from_email: str | None = os.getenv("SMTP_FROM_EMAIL")
+    smtp_from_name: str = os.getenv("SMTP_FROM_NAME", "Workolik Team")
+
+    # Default recipients for automated reports (comma-separated)
+    report_recipients: str | None = os.getenv("REPORT_RECIPIENTS")
+
+    @property
+    def database_url(self) -> str:
+        if self.database_url_env:
+            # Normalize asyncpg to psycopg2 if needed
+            if self.database_url_env.startswith("postgresql+asyncpg://"):
+                return self.database_url_env.replace(
+                    "postgresql+asyncpg://", "postgresql+psycopg2://", 1
+                )
+            return self.database_url_env
+        # Build from parts
+        if all([self.db_host, self.db_port, self.db_name, self.db_user, self.db_password]):
+            return (
+                f"postgresql+psycopg2://{self.db_user}:{self.db_password}"
+                f"@{self.db_host}:{self.db_port}/{self.db_name}"
+            )
+        # Fallback empty (will error at runtime if used)
+        return ""
+
+# Fixed mapping of stores to tenant IDs and division codes
+# Used by analytics and data pages to scope queries per store
+STORES = [
+    {"label": "Porters Liquor Claremont - PC", "code": "PC", "tenant_id": 1},
+    {"label": "Porters Iluka - IP", "code": "IP", "tenant_id": 2},
+    {"label": "Cellarbrations at Morris Place - ML", "code": "ML", "tenant_id": 3},
+    {"label": "Cellarbrations at Lynwood - CL", "code": "CL4", "tenant_id": 4},
+    {"label": "Cellarbrations at Nicholson Road - NL", "code": "NL", "tenant_id": 5},
+    {"label": "Cellarbrations at Treeby - CL ", "code": "CL6", "tenant_id": 6},
+    {"label": "The Bottle-O Rossmoyne - RC", "code": "RC", "tenant_id": 7},
+    {"label": "Porters Liquor Piara Waters - PL", "code": "PL", "tenant_id": 8},
+]
+
+# Helper map for quick lookups by code (supports variants like CL-4 → CL4)
+STORE_CODE_TO_TENANT_ID: dict[str, int] = {
+    "PC": 1,
+    "IP": 2,
+    "ML": 3,
+    "CL4": 4, "CL-4": 4, "CL_4": 4, "CL": 4,  # default CL → 4
+    "NL": 5, "NL5": 5, "NL-5": 5,
+    "CL6": 6, "CL-6": 6, "CL_6": 6,
+    "RC": 7,
+    "PL": 8,
+}

app_core/db/__init__.py

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+# Database Package

app_core/db/database.py

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+from sqlalchemy import create_engine
+from sqlalchemy.orm import sessionmaker, declarative_base
+from app_core.config.settings import AppSettings
+
+settings = AppSettings()
+
+if not settings.database_url:
+    raise RuntimeError(
+        "Database configuration missing. Set DATABASE_URL or DB_HOST/DB_PORT/DB_NAME/DB_USER/DB_PASSWORD in a .env file at the project root."
+    )
+
+engine = create_engine(settings.database_url, pool_pre_ping=True, future=True, echo=settings.db_echo)
+SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine, future=True)
+Base = declarative_base()
+
+def get_db_session():
+    db = SessionLocal()
+    try:
+        yield db
+    finally:
+        db.close()

app_core/db/models.py

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+from sqlalchemy import Column, Integer, String, DateTime, func, UniqueConstraint
+from .database import Base
+
+class User(Base):
+    __tablename__ = "workolik_users"
+    __table_args__ = (
+        UniqueConstraint("email", name="uq_workolik_users_email"),
+    )
+
+    id = Column(Integer, primary_key=True, index=True)
+    email = Column(String(255), nullable=False, unique=True, index=True)
+    password_hash = Column(String(255), nullable=False)
+    created_at = Column(DateTime(timezone=True), server_default=func.now(), nullable=False)
+
+
+class EmailLog(Base):
+    __tablename__ = "email_logs"
+
+    id = Column(Integer, primary_key=True, index=True)
+    sent_at = Column(DateTime(timezone=True), server_default=func.now(), nullable=False)
+    recipients = Column(String(1024), nullable=False)
+    subject = Column(String(255), nullable=False)
+    status = Column(String(50), nullable=False)  # sent / failed
+    error = Column(String(1024))
+    date_for = Column(String(32), nullable=False)
+
+class TriumphDebtorMapping(Base):
+    __tablename__ = "triumph_debtor_mappings"
+
+    id = Column(Integer, primary_key=True, index=True)
+    code = Column(String(50))
+    name = Column(String(255))
+    dbmacc = Column(String(50))
+    outlet = Column(String(255))
+    created_at = Column(DateTime(timezone=True), server_default=func.now())
+    updated_at = Column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now())

app_core/services/auth_service.py

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+from typing import Optional
+from sqlalchemy.orm import Session
+from sqlalchemy import select
+import bcrypt
+from app_core.db.database import engine, Base, SessionLocal
+from app_core.db.models import User
+
+# Create tables on import
+Base.metadata.create_all(bind=engine)
+
+class AuthService:
+    def __init__(self) -> None:
+        self._session_factory = SessionLocal
+
+    def _hash_password(self, raw_password: str) -> str:
+        salt = bcrypt.gensalt()
+        return bcrypt.hashpw(raw_password.encode("utf-8"), salt).decode("utf-8")
+
+    def _verify_password(self, raw_password: str, hashed: str) -> bool:
+        try:
+            return bcrypt.checkpw(raw_password.encode("utf-8"), hashed.encode("utf-8"))
+        except Exception:
+            return False
+
+    def signup(self, email: str, password: str) -> tuple[bool, str]:
+        email = email.strip().lower()
+        if not email or not password:
+            return False, "Email and password are required."
+        with self._session_factory() as db:  # type: Session
+            exists = db.execute(select(User).where(User.email == email)).scalar_one_or_none()
+            if exists:
+                return False, "Email already registered."
+            user = User(email=email, password_hash=self._hash_password(password))
+            db.add(user)
+            db.commit()
+        return True, "Account created. Please login."
+
+    def login(self, email: str, password: str) -> tuple[bool, Optional[dict], str]:
+        email = email.strip().lower()
+        if not email or not password:
+            return False, None, "Email and password are required."
+        with self._session_factory() as db:  # type: Session
+            user = db.execute(select(User).where(User.email == email)).scalar_one_or_none()
+            if not user or not self._verify_password(password, user.password_hash):
+                return False, None, "Invalid credentials."
+            return True, {"id": user.id, "email": user.email}, "Login successful."

app_core/services/daily_report.py

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+import os
+from datetime import datetime
+from zoneinfo import ZoneInfo
+
+from app_core.config.settings import AppSettings
+from app_core.services.mailer_service import MailerService
+
+
+def main(for_date: str | None = None, force: bool = False) -> int:
+    settings = AppSettings()
+    service = MailerService(settings)
+
+    if for_date:
+        try:
+            chosen = datetime.strptime(for_date, "%Y-%m-%d").date()
+        except ValueError:
+            print(f"Invalid date format: {for_date}. Expected YYYY-MM-DD.")
+            return 1
+    else:
+        today_ist = datetime.now(ZoneInfo("Asia/Kolkata")).date()
+        chosen = service.select_report_date(preferred=today_ist)
+
+    if not chosen:
+        print("No data available to send.")
+        return 1
+
+    if not force and service.has_sent_for_date(str(chosen)):
+        print(f"Already sent for {chosen}; skipping.")
+        return 0
+
+    df = service.fetch_daily_rows(chosen)
+    if df.empty:
+        print("Selected date has no rows; nothing to send.")
+        return 0
+
+    row = df.iloc[0].to_dict()
+    html = service.build_email_html(row, df)
+
+    recipients_env = settings.report_recipients or os.getenv("REPORT_RECIPIENTS")
+    if not recipients_env:
+        print("REPORT_RECIPIENTS env var is empty. Set it to comma-separated emails.")
+        return 2
+    recipients = [r.strip() for r in recipients_env.split(',') if r.strip()]
+    ok, msg = service.send_email(recipients, subject=f"Daily Digest - {chosen}", html=html)
+    service.log_email(recipients, subject=f"Daily Digest - {chosen}", date_for=str(chosen), status="sent" if ok else "failed", error=None if ok else msg)
+    print("Sent" if ok else f"Failed: {msg}")
+    return 0 if ok else 3
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
+
+

app_core/services/mailer_service.py

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+from __future__ import annotations
+
+import smtplib
+import sys
+import os
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+from typing import List, Tuple
+from datetime import date
+from datetime import date
+import pandas as pd
+from sqlalchemy import text
+import streamlit as st
+
+# Add the project root to Python path
+project_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+if project_root not in sys.path:
+    sys.path.insert(0, project_root)
+
+from app_core.config.settings import AppSettings, STORES
+from app_core.db.database import engine, SessionLocal
+from app_core.db.models import EmailLog
+
+
+class MailerService:
+    def __init__(self, settings: AppSettings | None = None) -> None:
+        self.settings = settings or AppSettings()
+
+    def fetch_daily_rows(self, report_date) -> pd.DataFrame:
+        sql = (
+            'SELECT * FROM "tenantpostings" '
+            'WHERE "created_at"::date = %(d)s '
+            'ORDER BY "id" DESC '
+            'LIMIT 10000'
+        )
+        with engine.connect() as conn:
+            df = pd.read_sql(sql, conn, params={"d": report_date})
+        return df
+
+    def select_report_date(self, preferred: date | None = None) -> date | None:
+        """Return preferred date if it has data; else most recent date with data; else None."""
+        with engine.connect() as conn:
+            dates_df = pd.read_sql(
+                'SELECT "created_at"::date AS d, COUNT(*) AS c\n'
+                'FROM "tenantpostings"\n'
+                'GROUP BY d\n'
+                'ORDER BY d DESC',
+                conn,
+            )
+        if dates_df.empty:
+            return None
+        # Normalize
+        if 'd' not in dates_df.columns:
+            return None
+        dates_df['d'] = pd.to_datetime(dates_df['d'], errors='coerce')
+        available = [d.date() for d in dates_df['d'].dropna().tolist()]
+        if preferred and preferred in available:
+            return preferred
+        return available[0] if available else None
+
+    def build_email_html(self, row: dict, df: pd.DataFrame | None = None) -> str:
+        # Robust de-duplication of the entire dataframe before processing
+        if df is not None and not df.empty:
+            def get_priority(status):
+                val = str(status).lower()
+                if any(x in val for x in ["success", "ok", "posted", "completed", "done"]):
+                    return 0
+                if any(x in val for x in ["pending", "queue", "waiting", "processing"]):
+                    return 1
+                return 2
+
+            df = df.copy()
+            if 'triumph_status' in df.columns:
+                df['_priority'] = df['triumph_status'].apply(get_priority)
+            else:
+                df['_priority'] = 2
+            
+            # Sort by priority (success first) and then by ID (newest first)
+            sort_cols = ['_priority', 'id']
+            df = df.sort_values(sort_cols, ascending=[True, False])
+
+            # 1. Deduplicate by triumph_event (if present and not empty)
+            if 'triumph_event' in df.columns:
+                has_event = (df['triumph_event'].fillna('').astype(str).str.strip() != '') & (df['triumph_event'].astype(str) != '-')
+                df_with_ev = df[has_event].drop_duplicates(subset=['tenant_id', 'processing_type', 'triumph_event'], keep='first')
+                df_no_ev = df[~has_event]
+                df = pd.concat([df_with_ev, df_no_ev]).sort_values(sort_cols, ascending=[True, False])
+
+            # 2. Deduplicate by register_close_id (for Journals/Banking Journals)
+            if 'register_close_id' in df.columns:
+                has_rc = (df['register_close_id'].fillna('').astype(str).str.strip() != '') & (df['register_close_id'].astype(str) != '-')
+                df_with_rc = df[has_rc].drop_duplicates(subset=['tenant_id', 'processing_type', 'register_close_id'], keep='first')
+                df_no_rc = df[~has_rc]
+                df = pd.concat([df_with_rc, df_no_rc]).sort_values(sort_cols, ascending=[True, False])
+            
+            # 3. Deduplicate by sale_ids (for Invoices/Receipts)
+            if 'sale_ids' in df.columns:
+                has_sales = (df['sale_ids'].fillna('').astype(str).str.strip() != '')
+                df_with_sales = df[has_sales].drop_duplicates(subset=['tenant_id', 'processing_type', 'sale_ids'], keep='first')
+                df_no_sales = df[~has_sales]
+                df = pd.concat([df_with_sales, df_no_sales]).sort_values(sort_cols, ascending=[True, False])
+
+            df = df.drop(columns=['_priority'], errors='ignore')
+
+        outlet = row.get("outlet_name") or row.get("register_name") or "Outlet"
+        division = row.get("division_code") or "PC"
+        status = (row.get("triumph_status") or "Posted successfully").capitalize()
+        register_close_id = row.get("register_close_id", "-")
+        register_id = row.get("register_id", "-")
+
+        def lines_for(ptype: str) -> list[str]:
+            """Return formatted lines for all rows of a processing_type.
+            Example line: 3,616.19 (Event ID: 2904783)
+            """
+            if df is None or df.empty or 'processing_type' not in df.columns:
+                return []
+            sub = df[df['processing_type'].astype(str).str.upper() == ptype.upper()] if 'processing_type' in df.columns else pd.DataFrame()
+            if sub.empty:
+                return []
+            
+            # Data is already deduplicated at the start of build_email_html
+            sub = sub.sort_values('id', ascending=False)
+            
+            result: list[str] = []
+            for _, r in sub.sort_values('id', ascending=False).iterrows():
+                amt = r.get('total_amount')
+                evt = r.get('triumph_event', '-')
+                try:
+                    amt_str = f"{float(amt):,.2f}"
+                except Exception:
+                    amt_str = str(amt) if amt is not None else '-'
+                result.append(f"<span style=\"font-weight:600;\">{amt_str}</span> (Event ID: <span style=\"font-weight:600;\">{evt}</span>)")
+            return result
+
+        journal_lines = lines_for('JOURNAL')
+        bank_journal_lines = lines_for('BANKING_JOURNAL')
+        invoice_lines = lines_for('INVOICE')
+        receipt_lines = lines_for('RECEIPT')
+
+        # Optional: transaction summary by store (single table)
+        store_summary_table_html = ""
+        events_matrix_html = ""
+        if isinstance(df, pd.DataFrame) and not df.empty and ('tenant_id' in df.columns):
+            def summarize_for(store: dict) -> dict[str, str]:
+                sid = store.get('tenant_id')
+                name = store.get('label')
+                sub = df[df['tenant_id'] == sid]
+                
+                # Data is already deduplicated at the start of build_email_html
+                sub = sub.sort_values('id', ascending=False)
+
+                def pick_total(kind: str) -> tuple[str, int]:
+                    if sub.empty or 'processing_type' not in sub.columns:
+                        return ("0.00", 0)
+                    s = sub[sub['processing_type'].astype(str).str.upper() == kind]
+                    if s.empty:
+                        return ("0.00", 0)
+                    try:
+                        total = float(s['total_amount'].fillna(0).sum()) if 'total_amount' in s.columns else 0.0
+                    except Exception:
+                        total = 0.0
+                    return (f"{total:,.2f}", len(s))
+                def has_rows(kind: str) -> bool:
+                    if sub.empty or 'processing_type' not in sub.columns:
+                        return False
+                    s = sub[sub['processing_type'].astype(str).str.upper() == kind]
+                    return not s.empty
+                def latest_event(kind: str) -> str:
+                    if sub.empty or 'processing_type' not in sub.columns:
+                        return "-"
+                    s = sub[sub['processing_type'].astype(str).str.upper() == kind]
+                    if s.empty:
+                        return "-"
+                    series = s.get('triumph_event') if 'triumph_event' in s.columns else None
+                    if series is None or series.empty:
+                        return "-"
+                    try:
+                        return str(series.dropna().astype(str).iloc[0])
+                    except Exception:
+                        return "-"
+                def latest_status_emoji(kind: str) -> str:
+                    if sub.empty or 'processing_type' not in sub.columns:
+                        return ""
+                    s = sub[sub['processing_type'].astype(str).str.upper() == kind]
+                    if s.empty:
+                        return ""
+                    status_series = s.get('triumph_status') if 'triumph_status' in s.columns else None
+                    if status_series is None or status_series.empty:
+                        return ""
+                    try:
+                        val = str(status_series.iloc[0]).strip().lower()
+                    except Exception:
+                        val = ""
+                    if any(x in val for x in ["success", "ok", "completed", "done"]):
+                        return " ✅"
+                    if any(x in val for x in ["fail", "error", "invalid", "dead"]):
+                        return " ❌"
+                    if any(x in val for x in ["pending", "queue", "waiting", "processing"]):
+                        return " ⚠️"
+                    return ""
+                j_total, _ = pick_total('JOURNAL')
+                b_total, _ = pick_total('BANKING_JOURNAL')
+                i_total, _ = pick_total('INVOICE')
+                r_total, _ = pick_total('RECEIPT')
+                j_eid = latest_event('JOURNAL'); j_stat = latest_status_emoji('JOURNAL')
+                b_eid = latest_event('BANKING_JOURNAL'); b_stat = latest_status_emoji('BANKING_JOURNAL')
+                i_eid = latest_event('INVOICE'); i_stat = latest_status_emoji('INVOICE')
+                r_eid = latest_event('RECEIPT'); r_stat = latest_status_emoji('RECEIPT')
+                def render_cell(exists: bool, total: str, eid: str, stat: str, ptype: str = "") -> str:
+                    if not exists:
+                        return "<span style=\"color:#9AA4B2;\">Nill</span>"
+                    
+                    # For INVOICE and RECEIPT, show individual line items if multiple exist
+                    if ptype.upper() in ['INVOICE', 'RECEIPT'] and sub is not None and not sub.empty:
+                        type_sub = sub[sub['processing_type'].astype(str).str.upper() == ptype.upper()]
+                        if len(type_sub) > 1:  # Multiple transactions
+                            individual_lines = []
+                            for _, r in type_sub.sort_values('id', ascending=False).iterrows():
+                                amt = r.get('total_amount')
+                                evt = r.get('triumph_event', '-')
+                                status_val = str(r.get('triumph_status', '')).strip().lower()
+                                status_emoji = ""
+                                if any(x in status_val for x in ["success", "ok", "completed", "done"]):
+                                    status_emoji = " ✅"
+                                elif any(x in status_val for x in ["fail", "error", "invalid", "dead"]):
+                                    status_emoji = " ❌"
+                                elif any(x in status_val for x in ["pending", "queue", "waiting", "processing"]):
+                                    status_emoji = " ⚠️"
+                                try:
+                                    amt_str = f"{float(amt):,.2f}"
+                                except Exception:
+                                    amt_str = str(amt) if amt is not None else '-'
+                                individual_lines.append(f"<div style=\"font-size:11px;margin:1px 0;\">{amt_str} ({evt}){status_emoji}</div>")
+                            
+                            return f"<strong>{total}</strong><br/><span style=\"color:#64748b;font-size:10px;\">Total ({len(type_sub)} items)</span><br/>{''.join(individual_lines)}"
+                    
+                    return f"<strong>{total}</strong><br/><span style=\"color:#64748b\">({eid})</span> {stat}"
+
+                return {
+                    "name": name,
+                    "journal": render_cell(has_rows('JOURNAL'), j_total, j_eid, j_stat),
+                    "banking": render_cell(has_rows('BANKING_JOURNAL'), b_total, b_eid, b_stat),
+                    "invoice": render_cell(has_rows('INVOICE'), i_total, i_eid, i_stat, 'INVOICE'),
+                    "receipt": render_cell(has_rows('RECEIPT'), r_total, r_eid, r_stat, 'RECEIPT'),
+                }
+
+            rows = [summarize_for(s) for s in STORES]
+            # Build single HTML table
+            header = (
+                "<tr>"
+                "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Store Name</th>"
+                "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Journal</th>"
+                "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Banking Journal</th>"
+                "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Account Sales</th>"
+                "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Account Payments</th>"
+                "</tr>"
+            )
+            body = []
+            for r in rows:
+                body.append(
+                    "<tr>"
+                    f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{r['name']}</td>"
+                    f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{r['journal']}</td>"
+                    f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{r['banking']}</td>"
+                    f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{r['invoice']}</td>"
+                    f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{r['receipt']}</td>"
+                    "</tr>"
+                )
+            store_summary_table_html = (
+                "<div style=\"background:#111827;border-radius:12px;padding:12px;\">"
+                "<div style=\"font-weight:700;color:#F8FAFC;margin-bottom:6px;\">Transaction Summary by Store</div>"
+                "<table style=\"width:100%;border-collapse:collapse;font-size:12px;\">"
+                + header + "".join(body) + "</table></div>"
+            )
+
+        html = f"""
+        <div style="font-family: ui-sans-serif, system-ui, -apple-system, Segoe UI, Roboto, Helvetica, Arial; color:#0f172a; font-size:13px; line-height:1.5;">
+          <p style="margin:0 0 8px 0">Hello <strong>Tucker Fresh</strong>,</p>
+          <p style="margin:0 0 12px 0">Here's your daily digest of posted transactions:</p>
+          {store_summary_table_html}
+          <p style="margin:12px 0 6px 0">Thank you for staying updated with us.</p>
+          <p style="margin:0">Best regards,<br/><strong>Workolik Team</strong></p>
+        </div>
+        """
+        return html
+
+    def send_email(self, recipients: List[str], subject: str, html: str) -> Tuple[bool, str]:
+        s = self.settings
+        if not all([s.smtp_host, s.smtp_port, s.smtp_user, s.smtp_password, s.smtp_from_email]):
+            return False, "SMTP settings are incomplete."
+
+        # Optional BCC via env (comma-separated), default empty
+        bcc_env = os.getenv("BCC_RECIPIENTS", "").strip()
+        bcc_recipients = [e.strip() for e in bcc_env.split(',') if e.strip()] if bcc_env else []
+        all_recipients = recipients + bcc_recipients
+
+        msg = MIMEMultipart("alternative")
+        msg["From"] = f"{s.smtp_from_name} <{s.smtp_from_email}>"
+        msg["To"] = ", ".join(recipients)
+        msg["Subject"] = subject
+        msg.attach(MIMEText(html, "html"))
+
+        try:
+            server = smtplib.SMTP(s.smtp_host, s.smtp_port, timeout=30)
+            if s.smtp_use_tls:
+                server.starttls()
+            server.login(s.smtp_user, s.smtp_password)
+            server.sendmail(s.smtp_from_email, all_recipients, msg.as_string())
+            server.quit()
+            return True, "sent"
+        except Exception as e:
+            return False, str(e)
+
+    def log_email(self, recipients: List[str], subject: str, date_for: str, status: str, error: str | None = None) -> None:
+        with SessionLocal() as db:
+            entry = EmailLog(
+                recipients=", ".join(recipients),
+                subject=subject,
+                status=status,
+                error=error,
+                date_for=date_for,
+            )
+            db.add(entry)
+            db.commit()
+
+    def has_sent_for_date(self, date_for: str) -> bool:
+        """Return True if a successful send log exists for the given date."""
+        with SessionLocal() as db:
+            row = (
+                db.query(EmailLog)
+                .filter(EmailLog.date_for == date_for, EmailLog.status == "sent")
+                .order_by(EmailLog.sent_at.desc())
+                .first()
+            )
+            return row is not None
+
+    def recent_logs(self, limit: int = 50) -> list[dict]:
+        return _get_recent_logs_cached(limit)
+
+
+@st.cache_data(ttl=60)  # Cache for 1 minute
+def _get_recent_logs_cached(limit: int = 50) -> list[dict]:
+    """Cached function to get recent email logs."""
+    with SessionLocal() as db:
+        rows = (
+            db.query(EmailLog)
+            .order_by(EmailLog.sent_at.desc())
+            .limit(limit)
+            .all()
+        )
+        return [
+            {
+                "id": r.id,
+                "sent_at": r.sent_at,
+                "recipients": r.recipients,
+                "subject": r.subject,
+                "status": r.status,
+                "error": r.error,
+                "date_for": r.date_for,
+            }
+            for r in rows
+        ]
+

app_core/services/mappings_service.py

@@ -0,0 +1,52 @@
+from typing import List, Optional
+from sqlalchemy.orm import Session
+from app_core.db.database import SessionLocal
+from app_core.db.models import TriumphDebtorMapping
+from datetime import datetime
+
+class MappingsService:
+    def __init__(self):
+        pass
+
+    def get_all_mappings(self) -> List[TriumphDebtorMapping]:
+        with SessionLocal() as db:
+            return db.query(TriumphDebtorMapping).order_by(TriumphDebtorMapping.id.asc()).all()
+
+    def get_mapping_by_id(self, mapping_id: int) -> Optional[TriumphDebtorMapping]:
+        with SessionLocal() as db:
+            return db.query(TriumphDebtorMapping).filter(TriumphDebtorMapping.id == mapping_id).first()
+
+    def create_mapping(self, code: str, name: str, dbmacc: str, outlet: str) -> TriumphDebtorMapping:
+        with SessionLocal() as db:
+            mapping = TriumphDebtorMapping(
+                code=code,
+                name=name,
+                dbmacc=dbmacc,
+                outlet=outlet
+            )
+            db.add(mapping)
+            db.commit()
+            db.refresh(mapping)
+            return mapping
+
+    def update_mapping(self, mapping_id: int, code: str, name: str, dbmacc: str, outlet: str) -> bool:
+        with SessionLocal() as db:
+            mapping = db.query(TriumphDebtorMapping).filter(TriumphDebtorMapping.id == mapping_id).first()
+            if mapping:
+                mapping.code = code
+                mapping.name = name
+                mapping.dbmacc = dbmacc
+                mapping.outlet = outlet
+                mapping.updated_at = datetime.now()
+                db.commit()
+                return True
+            return False
+
+    def delete_mapping(self, mapping_id: int) -> bool:
+        with SessionLocal() as db:
+            mapping = db.query(TriumphDebtorMapping).filter(TriumphDebtorMapping.id == mapping_id).first()
+            if mapping:
+                db.delete(mapping)
+                db.commit()
+                return True
+            return False

app_core/services/scheduler_service.py

@@ -0,0 +1,89 @@
+import logging
+import os
+from datetime import datetime
+from zoneinfo import ZoneInfo
+from apscheduler.schedulers.background import BackgroundScheduler
+from apscheduler.triggers.cron import CronTrigger
+from apscheduler.executors.pool import ThreadPoolExecutor
+from apscheduler.jobstores.memory import MemoryJobStore
+
+from app_core.services.daily_report import main as run_daily_report
+
+# Configure logging
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+class SchedulerService:
+    def __init__(self):
+        self.scheduler = None
+        self.ist = ZoneInfo("Asia/Kolkata")
+        
+    def start_scheduler(self):
+        """Start the background scheduler for daily email reports."""
+        if self.scheduler and self.scheduler.running:
+            logger.info("Scheduler is already running")
+            return
+            
+        # Configure job stores and executors
+        jobstores = {
+            'default': MemoryJobStore()
+        }
+        executors = {
+            'default': ThreadPoolExecutor(20)
+        }
+        job_defaults = {
+            'coalesce': False,
+            'max_instances': 1
+        }
+        
+        self.scheduler = BackgroundScheduler(
+            jobstores=jobstores,
+            executors=executors,
+            job_defaults=job_defaults,
+            timezone=self.ist
+        )
+        
+        # Schedule daily email at 8:00 PM IST (20:00)
+        self.scheduler.add_job(
+            func=self._send_daily_report,
+            trigger=CronTrigger(hour=20, minute=0, timezone=self.ist),
+            id='daily_email_report',
+            name='Daily Email Report',
+            replace_existing=True
+        )
+        
+        # Start the scheduler
+        self.scheduler.start()
+        logger.info("Daily email scheduler started - will send reports at 8:00 PM IST")
+        
+    def stop_scheduler(self):
+        """Stop the background scheduler."""
+        if self.scheduler and self.scheduler.running:
+            self.scheduler.shutdown()
+            logger.info("Daily email scheduler stopped")
+            
+    def _send_daily_report(self):
+        """Internal method to send daily report."""
+        try:
+            logger.info(f"Starting daily report at {datetime.now(self.ist)}")
+            result = run_daily_report()
+            if result == 0:
+                logger.info("Daily report sent successfully")
+            else:
+                logger.warning(f"Daily report failed with exit code: {result}")
+        except Exception as e:
+            logger.error(f"Error sending daily report: {str(e)}")
+            
+    def get_next_run_time(self):
+        """Get the next scheduled run time for the daily report."""
+        if not self.scheduler or not self.scheduler.running:
+            return None
+            
+        job = self.scheduler.get_job('daily_email_report')
+        if job:
+            return job.next_run_time
+        return None
+        
+    def is_running(self):
+        """Check if scheduler is running."""
+        return self.scheduler is not None and self.scheduler.running

app_core/ui/auth_ui.py

@@ -0,0 +1,37 @@
+import re
+import streamlit as st
+from app_core.services.auth_service import AuthService
+
+
+def _is_valid_email(value: str) -> bool:
+    if not value:
+        return False
+    pattern = r"^[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,}$"
+    return re.match(pattern, value.strip()) is not None
+
+
+def render_auth_card(auth_service: AuthService) -> None:
+    left, center, right = st.columns([1, 1.2, 1])
+    with center:
+       
+        st.markdown('<div class="auth-title">Welcome !!</div>', unsafe_allow_html=True)
+        st.markdown('<div class="muted" style="margin-bottom:16px;">Sign in to continue</div>', unsafe_allow_html=True)
+
+        with st.form("login_form", clear_on_submit=False):
+            email = st.text_input("Email", placeholder="you@example.com", key="login_email")
+            password = st.text_input("Password", type="password", placeholder="••••••••", key="login_password")
+            submitted = st.form_submit_button("Sign in →", use_container_width=True)
+        if submitted:
+            if not _is_valid_email(email):
+                st.error("Enter a valid email address.")
+            elif not password:
+                st.error("Password is required.")
+            else:
+                ok, user, msg = auth_service.login(email, password)
+                if ok and user:
+                    st.session_state.auth_user = user
+                    st.success(msg)
+                    st.rerun()
+                else:
+                    st.error(msg)
+        st.markdown('</div>', unsafe_allow_html=True)

app_core/ui/layout.py

@@ -0,0 +1,314 @@
+import streamlit as st
+from app_core.config.settings import STORES, STORE_CODE_TO_TENANT_ID
+
+def apply_global_style(background_url: str | None = None) -> None:
+    css = """
+    <style>
+    :root { --brand: ; --brandDark: #0F4FD6; --text: #0F172A; --muted: #64748b; --border: rgba(15, 23, 42, 0.08); --inputBorder: rgba(22,98,243,0.35); }
+    .stApp { background: transparent !important; position: relative !important; min-height: 100vh; font-size: 17px; }
+    [data-testid="stAppViewContainer"] { background: transparent !important; }
+    [data-testid="stAppViewContainer"] > header, [data-testid="stHeader"], .stApp header { background: transparent !important; box-shadow: none !important; }
+    .stAppToolbar { background: transparent !important; box-shadow: none !important; border-bottom: none !important; }
+   
+    
+    /* Header sections */
+    .tfw-header { background: #FFFFFF; border-bottom: 1px solid var(--border); }
+    .tfw-header-white { background: #FFFFFF; padding: 16px 0; }
+    .tfw-header-grey { background: #F8FAFC; padding: 12px 0; border-top: 1px solid rgba(15, 23, 42, 0.00); }
+    .tfw-header-content { max-width: 1200px; margin: 0 auto; padding: 0 20px; }
+
+    /* Topbar (same height, narrower sides) */
+    .tfw-topbar { position: fixed; top: 0; left: 0; right: 0; height: 48px; background: rgba(248,250,252,0.6); backdrop-filter: saturate(180%)  border-bottom: none; z-index: 999; }
+    .tfw-topbar .tfw-inner { height: 48px; display: flex; align-items: center; gap: 8px; padding: 0 8px; max-width: 1100px; margin: 0 auto; }
+    .tfw-logo { width: 18px; height: 18px; border-radius: 6px; background: linear-gradient(135deg, var(--brand), var(--brandDark)); display: inline-block; }
+    .tfw-title { font-weight: 800; color: var(--text); letter-spacing: -0.02em; font-size: 1.0rem; }
+
+    /* Sidebar enhancements */
+    [data-testid="stSidebar"] .sidebar-content { display: flex; flex-direction: column; height: 100%; font-size: 1rem; }
+    [data-testid="stSidebar"] .sidebar-section { padding: 8px 6px; }
+    [data-testid="stSidebar"] .sidebar-spacer { flex: 1 1 auto; }
+    [data-testid="stSidebar"] .sidebar-logout { padding: 10px 6px; border-top: 1px solid var(--border); }
+    [data-testid="stSidebar"] .sidebar-logout button { width: 100%; border-radius: 10px; }
+    
+    /* Sidebar logo */
+    .sidebar-logo { display: flex; align-items: center; gap: 12px; padding: 16px 20px; border-bottom: 1px solid var(--border); margin-bottom: 8px; }
+    .sidebar-logo-icon { width: 32px; height: 32px; border-radius: 8px; overflow: hidden; }
+    .sidebar-logo-icon img { width: 100%; height: 100%; object-fit: contain; }
+    .sidebar-logo-text { font-weight: 800; color: var(--text); font-size: 1.1rem; letter-spacing: -0.02em; }
+
+    /* Auth card (extra-slim, centered) */
+    .auth-card { position: relative; padding: 24px; background: rgba(255,255,255,0.85); backdrop-filter: blur(8px); border: 1px solid rgba(22,98,240,0.22); border-radius: 16px; box-shadow: 0 18px 40px rgba(2,6,23,0.10); transition: box-shadow .2s ease, transform .2s ease; max-width: 520px; width: 100%; margin: 0 auto; }
+    .auth-card.auth-slim { max-width: 420px; }
+    .auth-card.auth-xs { max-width: 360px; }
+    .auth-card::before { content: ""; position: absolute; top: 0; left: 0; right: 0; height: 6px; background: linear-gradient(90deg, #22C55E, #16A34A, #0ea5e9); border-top-left-radius: 16px; border-top-right-radius: 16px; }
+    .auth-card:hover { box-shadow: 0 26px 56px rgba(2,6,23,0.16); transform: translateY(-2px); }
+
+    /* Success ribbon shown on login */
+    .login-success { background: linear-gradient(90deg, #22C55E, #16A34A); color: #fff; border-radius: 12px; padding: 10px 14px; box-shadow: 0 10px 24px rgba(34,197,94,0.35); display: flex; align-items: center; gap: 8px; font-weight: 700; }
+    .login-success .emoji { filter: drop-shadow(0 4px 8px rgba(0,0,0,0.2)); }
+
+    .auth-title { margin: 6px 0 8px 0; font-size: 1.8rem; font-weight: 800; color: var(--text); letter-spacing: -0.02em; text-align: center; }
+    .muted { color: var(--muted); font-size: 1.0rem; text-align: center; }
+
+    /* Inputs: light blue border (global) */
+    div[data-testid="stTextInput"] input,
+    div[data-testid="stPassword"] input,
+    textarea {
+        border-radius: 10px !important;
+        border: 1px solid var(--inputBorder) !important;
+        box-shadow: inset 0 1px 2px rgba(2,6,23,0.04) !important;
+        background: #FFFFFF !important;
+    }
+    /* Prevent outer wrapper hover/focus rings (avoid double boxes) */
+    div[data-baseweb="input"]:hover, div[data-baseweb="input"]:focus-within,
+    div[data-baseweb="textarea"]:hover, div[data-baseweb="textarea"]:focus-within,
+    div[data-testid="stTextInput"] > div:hover, div[data-testid="stTextInput"] > div:focus-within,
+    div[data-testid="stTextInput"] > div > div:hover, div[data-testid="stTextInput"] > div > div:focus-within,
+    div[data-testid="stPassword"] > div:hover, div[data-testid="stPassword"] > div:focus-within,
+    div[data-testid="stPassword"] > div > div:hover, div[data-testid="stPassword"] > div > div:focus-within {
+        outline: none !important; box-shadow: none !important; border-color: transparent !important;
+    }
+    /* Subtle inner hover/focus on the actual field only */
+    div[data-testid="stTextInput"] input:hover,
+    div[data-testid="stPassword"] input:hover,
+    textarea:hover { border-color: var(--inputBorder) !important; box-shadow: inset 0 0 0 1px rgba(22,98,243,0.25) !important; }
+    div[data-testid="stTextInput"] input:focus,
+    div[data-testid="stPassword"] input:focus,
+    textarea:focus { outline: none !important; border-color: var(--inputBorder) !important; box-shadow: inset 0 0 0 1px rgba(22,98,243,0.45) !important; }
+
+    /* Constrain Streamlit form width regardless of dynamic class names */
+    form[class*="stForm"], div[class*="stForm"] { max-width: 760px !important; margin-left: auto !important; margin-right: auto !important; padding-left: 8px !important; padding-right: 8px !important; }
+
+    /* Password field styling - expand to match email box and position eye icon */
+    div[data-testid="stPassword"] { width: 100% !important; }
+    div[data-testid="stPassword"] input { width: 100% !important; padding-right: 60px !important; }
+    div[data-testid="stPassword"] button { position: absolute !important; right: 8px !important; top: 50% !important; transform: translateY(-50%) !important; background: none !important; border: none !important; padding: 4px !important; margin: 0 !important; }
+    div[data-testid="stPassword"] button:hover { background: rgba(0,0,0,0.05) !important; border-radius: 4px !important; }
+
+    /* Buttons: global size + hover/transition */
+    .stButton > button, [data-testid="stDownloadButton"] button { height: 40px; font-size: 0.95rem; border-radius: 10px; transition: transform .15s ease, box-shadow .15s ease; }
+    .stButton > button:hover, [data-testid="stDownloadButton"] button:hover { transform: translateY(-1px); box-shadow: 0 10px 18px rgba(22,98,243,0.25); }
+
+    .auth-card .stCheckbox { font-size: 1.0rem; }
+
+    /* Auth buttons inherit global size but keep gradient */
+    .auth-card .stButton > button { background: linear-gradient(135deg, #22C55E, #16A34A); color: #fff; font-weight: 800; letter-spacing: .2px; border: none; box-shadow: 0 10px 18px rgba(34,197,94,0.28); }
+    .auth-card .stButton > button:hover { filter: brightness(0.98); }
+
+    /* Match info alert with content card look */
+    div[role="alert"] { background: #F6FAFF !important; border: 1px solid rgba(22,98,243,0.18) !important; color: var(--text) !important; }
+
+    /* DataFrame font sizes */
+    div[data-testid="stDataFrame"] table { font-size: 0.98rem; }
+    div[data-testid="stDataFrame"] th { font-size: 1.0rem; }
+    </style>
+    """
+    st.markdown(css, unsafe_allow_html=True)
+
+    # Optional login/background image with 50% transparency
+    if background_url:
+        # Support @prefix and local files by embedding as base64 when needed
+        try:
+            import os, base64
+            url = background_url.lstrip('@').strip()
+            if url.startswith('http://') or url.startswith('https://'):
+                data_url = url
+            else:
+                # Treat as local file path
+                # Map shorthand names to assets/ if needed
+                if url in {"bg.jpg", "workolik.png"}:
+                    url = os.path.join("assets", url)
+                if os.path.exists(url):
+                    ext = os.path.splitext(url)[1].lower()
+                    mime = 'image/jpeg' if ext in ['.jpg', '.jpeg'] else 'image/png' if ext == '.png' else 'image/webp' if ext == '.webp' else 'image/*'
+                    with open(url, 'rb') as f:
+                        b64 = base64.b64encode(f.read()).decode()
+                    data_url = f'data:{mime};base64,{b64}'
+                else:
+                    data_url = url  # fallback; let browser try
+            st.markdown(
+                f"""
+                <style>
+                .stApp::before {{
+                    content: "";
+                    position: fixed;
+                    inset: 0;
+                    z-index: 0;
+                    background-image: url('{data_url}');
+                    background-size: cover;
+                    background-position: center;
+                    background-repeat: no-repeat;
+                    opacity: 0.5; /* 50% transparent */
+                    filter: saturate(110%);
+                }}
+                </style>
+                """,
+                unsafe_allow_html=True,
+            )
+        except Exception:
+            pass
+
+
+def render_header(brand_name: str = "Workolik") -> None:
+    st.markdown(
+        f"""
+        <div class="tfw-header">
+            
+        </div>
+        """,
+        unsafe_allow_html=True,
+    )
+
+
+def render_topbar(brand_name: str = "") -> None:
+    st.markdown(
+        f"""
+        <div class=\"tfw-topbar\">\n  <div class=\"tfw-inner\">\n    <span class=\"tfw-logo\"></span>\n    <span class=\"tfw-title\">{brand_name}</span>\n  </div>\n</div>
+        """,
+        unsafe_allow_html=True,
+    )
+
+
+def render_sidebar_logo(brand_name: str = "Workolik") -> None:
+    import streamlit as st
+    import base64
+    import os
+    
+    try:
+        # Read the image file and encode it as base64
+        logo_path = os.path.join("assets", "workolik.png")
+        if os.path.exists(logo_path):
+            with open(logo_path, "rb") as img_file:
+                img_data = base64.b64encode(img_file.read()).decode()
+            
+            st.markdown(
+                f"""
+                <div class="sidebar-logo">
+                    <div class="sidebar-logo-icon">
+                        <img src="data:image/png;base64,{img_data}" alt="Workolik Logo" style="width: 100%; height: 100%; object-fit: contain;" />
+                    </div>
+                    <div class="sidebar-logo-text">{brand_name}</div>
+                </div>
+                """,
+                unsafe_allow_html=True,
+            )
+        else:
+            raise FileNotFoundError("Logo file not found")
+    except Exception as e:
+        # Fallback to text logo if image fails to load
+        st.markdown(
+            f"""
+            <div class="sidebar-logo">
+                <div class="sidebar-logo-icon" style="background: linear-gradient(135deg, var(--brand), var(--brandDark)); display: flex; align-items: center; justify-content: center; color: white; font-weight: 700; font-size: 14px;">TW</div>
+                <div class="sidebar-logo-text">{brand_name}</div>
+            </div>
+            """,
+            unsafe_allow_html=True,
+        )
+
+
+def render_store_selector() -> tuple[int | None, str | None]:
+    """Render a compact, classy store selector box.
+
+    Returns (tenant_id, label). Also persists selection in session_state.
+    """
+    st.markdown(
+        """
+        <div style="
+            margin: 8px 0 12px 0; padding: 16px 18px;
+            border: 1px solid var(--border);
+            background: linear-gradient(135deg,#ffffff, #f8fbff);
+            border-radius: 16px;
+            box-shadow: 0 10px 24px rgba(2,6,23,0.06);
+        ">
+          <div style="display:flex; align-items:center; justify-content:space-between; gap:12px;">
+            <div style="display:flex; align-items:center; gap:10px; color: var(--text);">
+              <span style="display:inline-flex;align-items:center;justify-content:center;width:24px;height:24px;border-radius:999px;background:linear-gradient(135deg,#22C55E,#16A34A);box-shadow:0 4px 10px rgba(34,197,94,0.25);">🛍️</span>
+              <div style="font-weight: 700; letter-spacing:-0.01em;">Choose the store you want to view</div>
+              <span style="opacity:0.9">✨</span>
+            </div>
+            <div style="font-size:12px;color:#64748b;">👉 Click a card to select</div>
+          </div>
+        </div>
+        """,
+        unsafe_allow_html=True,
+    )
+
+    # Sub caption + clear selection
+    current_label = st.session_state.get("store_label")
+    left_cap, right_clear = st.columns([6, 1])
+    with left_cap:
+        st.caption("Please choose a store before surfing !")
+        if current_label:
+            st.caption(f"Selected: {current_label}")
+    with right_clear:
+        if st.button("Clear", key="clear_store_sel"):
+            st.session_state["tenant_id"] = None
+            st.session_state["store_label"] = None
+            st.experimental_rerun() if hasattr(st, "experimental_rerun") else st.rerun()
+
+    # We no longer use query params; selection happens in-session only
+    chosen_from_query: str | None = None
+
+    # Grid of store boxes (soft gradient cards with per-store colors and emojis)
+    emoji_map = {"PC": "🍷", "IP": "🍻", "ML": "🥂", "CL4": "🍸", "NL": "🥃", "CL6": "🍾", "RC": "🍹", "PL": "🍺"}
+
+    color_rgb = {"PC": (37,99,235), "IP": (22,163,74), "ML": (245,158,11), "CL4": (220,38,38), "NL": (124,58,237), "CL6": (234,179,8), "RC": (6, 182, 212), "PL": (236, 72, 153)}
+    preselect_label = st.session_state.get("store_label")
+    chosen_label = None
+    # No search box; show all stores
+    filtered_stores = STORES
+    # Always render 3 columns per row (e.g., 3 + 3 for 6 stores)
+    rows = [filtered_stores[i:i+3] for i in range(0, len(filtered_stores), 3)]
+    for row in rows:
+        cols = st.columns(3)
+        for i, store in enumerate(row):
+            with cols[i]:
+                icon = emoji_map.get(store["code"], "🏬")
+                r, g, b = color_rgb.get(store["code"], (14,165,233))
+                is_selected = (preselect_label == store["label"]) or (chosen_from_query == store["label"])  # highlight current
+                border_alpha = 0.48 if is_selected else 0.28
+                shadow = "0 18px 42px rgba(2,6,23,0.16)" if is_selected else "0 12px 28px rgba(2,6,23,0.10)"
+                border_width = "2px" if is_selected else "1px"
+                check = " ✅" if is_selected else ""
+                # Render a card-like button that sets selection without changing URL
+                clicked = st.button(
+                    f"{icon}  {store['label']}{check}",
+                    key=f"store_card_{store['code']}",
+                    use_container_width=True,
+                    type="secondary",
+                )
+                # Lightweight card styling via inline CSS targeting this button
+                st.markdown(
+                    f"""
+                    <style>
+                        div[data-testid='stButton'] button#store_card_{store['code']} {{
+                            background: linear-gradient(135deg, rgba({r},{g},{b},0.12), rgba({r},{g},{b},0.20));
+                            border: {border_width} solid rgba({r},{g},{b},{border_alpha});
+                            border-radius: 18px; padding: 18px; box-shadow: {shadow};
+                            color: #0F172A; font-weight: 800; text-align: left;
+                        }}
+                        div[data-testid='stButton'] button#store_card_{store['code']}:hover {{
+                            transform: translateY(-2px); box-shadow: 0 22px 48px rgba(2,6,23,0.18);
+                        }}
+                    </style>
+                    """,
+                    unsafe_allow_html=True,
+                )
+                if clicked:
+                    st.session_state["tenant_id"] = store["tenant_id"]
+                    st.session_state["store_label"] = store["label"]
+                    chosen_label = store["label"]
+                    st.rerun()
+
+    # Resolve tenant_id
+    effective_label = chosen_label or preselect_label
+    selected = next((s for s in STORES if s["label"] == effective_label), None)
+    tenant_id = selected["tenant_id"] if selected else None
+
+    # Persist
+    st.session_state["tenant_id"] = tenant_id
+    st.session_state["store_label"] = selected["label"] if selected else None
+    st.session_state["division_code"] = None
+
+    return tenant_id, (selected["label"] if selected else None)

docker-compose.yml

@@ -0,0 +1,38 @@
+version: "3.9"
+
+services:
+  workolik:
+    build: .
+    container_name: workolik
+    env_file: .env
+    environment:
+      - TZ=Asia/Kolkata
+      - STREAMLIT_LOG_LEVEL=info
+    restart: unless-stopped
+    labels:
+      - "traefik.enable=true"
+      - "traefik.http.routers.workolik.rule=Host(`tuckerfresh.workolik.com`)" 
+      - "traefik.http.routers.workolik.entrypoints=websecure"
+      - "traefik.http.routers.workolik.tls=true"
+      - "traefik.http.routers.workolik.tls.certresolver=letsencrypt"
+      - "traefik.http.services.workolik.loadbalancer.server.port=8501"
+    networks:
+      - frontend
+    command: ["/bin/sh", "-c", "python scripts/validate_setup.py && echo 'Starting Streamlit...' && streamlit run app.py --server.port=8501 --server.address=0.0.0.0 --server.headless=true"]
+
+  workolik-scheduler:
+    build: .
+    container_name: workolik-scheduler
+    env_file: .env
+    environment:
+      - TZ=Asia/Kolkata
+    restart: unless-stopped
+    networks:
+      - frontend
+    command: ["/bin/sh", "-c", "python scripts/validate_setup.py && python scripts/scheduler_standalone.py"]
+
+networks:
+  frontend:
+    external: true
+
+

docs/sample_email.txt

@@ -0,0 +1,61 @@
+Subject: Daily Digest - YYYY-MM-DD
+From: Workolik Team <no-reply@example.com>
+To: alice@example.com, bob@example.com
+
+Hello Tucker Fresh,
+
+Here’s your daily digest of posted transactions.
+
+Per-store summary (stacked lines: total — event id status):
+
+Porters Liquor Claremont - PC
+- Journal: 3,881.24 — 2904783 ✅
+- Banking Journal: 0.00 — —
+- Account Sales: 2,116.55 — 188210 ✅
+- Account Payments: 980.00 — 188050 ✅
+
+Porters Iluka - IP
+- Journal: 540.00 — 2905100 ✅
+- Banking Journal: 0.00 — —
+- Account Sales: 320.00 — 188305 ✅
+- Account Payments: 0.00 — —
+
+Cellarbrations at Morris Place - ML
+- Journal: 1,592.10 — 2904783 ✅
+- Banking Journal: 50.00 — 99001 ⚠️
+- Account Sales: 560.00 — 188210 ✅
+- Account Payments: 0.00 — —
+
+Cellarbrations at Lynwood - CL (Store 4)
+- Journal: 225.00 — 2906000 ✅
+- Banking Journal: 0.00 — —
+- Account Sales: Nill
+- Account Payments: Nill
+
+Cellarbrations at Nicholson Road - NL
+- Journal: 410.75 — 2907000 ✅
+- Banking Journal: 0.00 — —
+- Account Sales: 120.00 — 188500 ✅
+- Account Payments: 0.00 — —
+
+Cellarbrations at Lynwood - CL (Store 6)
+- Journal: 300.00 — 2908000 ✅
+- Banking Journal: 0.00 — —
+- Account Sales: Nill
+- Account Payments: Nill
+
+
+Thank you for staying updated with us.
+
+Best regards,
+Workolik Team
+
+---
+How this mail is triggered (summary):
+1) scheduler_standalone.py runs a daily job at 20:00 IST (Asia/Kolkata).
+2) It calls app_core/services/daily_report.py:main().
+3) That loads the full-day data, builds HTML via MailerService.build_email_html()
+   including the per-store totals and Event IDs matrix, then sends via SMTP.
+4) Recipients from REPORT_RECIPIENTS; duplicate sends are avoided by DB check
+   against email_logs.date_for.
+

inspect_db.py

@@ -0,0 +1,8 @@
+from app_core.db.database import engine
+from sqlalchemy import text
+import pandas as pd
+
+with engine.connect() as conn:
+    df = pd.read_sql(text('SELECT * FROM "tenantpostings" LIMIT 1'), conn)
+    print("Columns in tenantpostings:")
+    print(", ".join(df.columns.tolist()))

pages/mailer.py

@@ -0,0 +1,118 @@
+import streamlit as st
+import pandas as pd
+from datetime import date, datetime
+from zoneinfo import ZoneInfo
+from app_core.services.mailer_service import MailerService
+
+
+def render_page():
+    if st.session_state.get("auth_user") is None:
+        st.warning("Please login to continue.")
+        st.stop()
+
+    st.markdown("## Mailer")
+    st.caption("Automated daily email sending logs and status.")
+
+    service = MailerService()
+    ist = ZoneInfo("Asia/Kolkata")
+
+    st.markdown("### Scheduler Status")
+    
+    # Check if scheduler container is running by checking if daily report was sent today
+    today_logs = [log for log in service.recent_logs(limit=1000) if log.get('date_for') == str(date.today())]
+    daily_report_sent_today = any('Daily Report' in str(log.get('subject', '')) for log in today_logs)
+    
+    if daily_report_sent_today:
+        st.success("Scheduler is running - Daily report already sent today")
+    else:
+        # Check if it's past 8 PM IST today
+        now_ist = datetime.now(ist)
+        eight_pm_today = now_ist.replace(hour=20, minute=0, second=0, microsecond=0)
+        
+        if now_ist >= eight_pm_today:
+            st.warning("Scheduler is running - Waiting for next scheduled run (8:00 PM IST daily)")
+        else:
+            next_run_ist = eight_pm_today
+            st.success(f"Scheduler is running - Next report will be sent at {next_run_ist.strftime('%B %d, %Y at %I:%M %p IST')}")
+    
+    st.markdown("---")
+
+    # Show system status
+    st.markdown("### System Status")
+    col1, col2, col3 = st.columns(3)
+    
+    with col1:
+        st.metric("Total Emails Sent", len([log for log in service.recent_logs(limit=1000) if log.get('status') == 'sent']))
+    
+    with col2:
+        failed_count = len([log for log in service.recent_logs(limit=1000) if log.get('status') == 'failed'])
+        st.metric("Failed Sends", failed_count, delta=f"-{failed_count}" if failed_count > 0 else None)
+    
+    with col3:
+        today_logs = [log for log in service.recent_logs(limit=1000) if log.get('date_for') == str(date.today())]
+        st.metric("Today's Sends", len(today_logs))
+    
+    st.markdown("---")
+    
+    # Manual trigger section
+    st.markdown("### Manual Controls")
+    mcol1, mcol2, mcol3 = st.columns([2, 2, 3])
+    
+    with mcol1:
+        target_date = st.date_input("Report Date", value=date.today())
+        
+    with mcol2:
+        st.write("") # Spacer
+        force_resend = st.checkbox("Force Resend", value=True, help="Send the report even if it was already sent for this date.")
+        
+    with mcol3:
+        st.write("") # Spacer
+        if st.button("Send Report Now", type="primary", use_container_width=True):
+            with st.spinner(f"Sending report for {target_date}..."):
+                try:
+                    from app_core.services.daily_report import main as run_daily_report
+                    # Pass the selected date and force flag
+                    result = run_daily_report(for_date=str(target_date), force=force_resend)
+                    if result == 0:
+                        st.success(f"Report for {target_date} sent successfully!")
+                        st.rerun()
+                    else:
+                        st.error(f"Failed to send report (exit code: {result})")
+                except Exception as e:
+                    st.error(f"Error: {str(e)}")
+    
+    st.caption("Select a date to manually trigger or re-trigger the daily report email. This is useful for reconciliations.")
+    
+    st.markdown("---")
+    
+    # Show email logs table
+    st.markdown("### Email Logs")
+    logs = service.recent_logs(limit=100)
+    if not logs:
+        st.info("No email logs yet. Automated emails will appear here once sent.")
+    else:
+        df_logs = pd.DataFrame(logs)
+        col_map = {
+            "id": "ID",
+            "sent_at": "Sent At",
+            "recipients": "Recipients",
+            "subject": "Subject",
+            "status": "Status",
+            "error": "Error",
+            "date_for": "Report Date",
+        }
+        df_logs = df_logs[["id", "sent_at", "date_for", "recipients", "subject", "status", "error"]]
+        df_logs = df_logs.rename(columns=col_map)
+        
+        # Add status styling
+        def style_status(val):
+            if val == 'sent':
+                return 'background-color: #D1FAE5; color: #065F46; font-weight: 600;'
+            elif val == 'failed':
+                return 'background-color: #FEE2E2; color: #991B1B; font-weight: 600;'
+            return ''
+        
+        styled_logs = df_logs.style.map(style_status, subset=['Status'])
+        st.dataframe(styled_logs, use_container_width=True, height=400)
+
+# trigger reload

pages/mappings.py

@@ -0,0 +1,189 @@
+import streamlit as st
+import pandas as pd
+from app_core.services.mappings_service import MappingsService
+from app_core.config.settings import STORES
+
+
+def render_page():
+    if st.session_state.get("auth_user") is None:
+        st.warning("Please login to continue.")
+        st.stop()
+
+    st.markdown("""
+        <style>
+        .stApp { font-size: 1.05rem; }
+        [data-testid="stDataEditor"] { font-size: 1.05rem !important; }
+        h2 { font-weight: 700 !important; letter-spacing: -0.02em !important; }
+        h3 { font-weight: 600 !important; color: #6366f1 !important; margin-top: 1.2rem !important; }
+        .store-pill {
+            display: inline-block;
+            padding: 4px 14px;
+            border-radius: 20px;
+            font-size: 0.85rem;
+            font-weight: 600;
+            margin: 3px 4px;
+            background: linear-gradient(135deg, #6366f1, #8b5cf6);
+            color: white;
+        }
+        </style>
+    """, unsafe_allow_html=True)
+
+    st.markdown("## 📋 Triumph Debtor Mappings")
+    st.caption("Manage POS account sale mappings to Triumph debtor codes — filtered by store.")
+
+    service = MappingsService()
+    all_mappings = service.get_all_mappings()
+
+    # Store labels from config — used only for the "Add New" dropdown
+    store_labels = [s["label"] for s in STORES]
+
+    tab1, tab2 = st.tabs(["🔍 View & Search", "➕ Add New Mapping"])
+
+    # ── TAB 1: View & Edit ────────────────────────────────────────────────────
+    with tab1:
+        st.markdown("### 🔍 Current Mappings")
+
+        if not all_mappings:
+            st.info("No mappings found. Use the '➕ Add New Mapping' tab to create one.")
+        else:
+            # Build dataframe from raw DB values
+            data = [
+                {
+                    "ID": m.id,
+                    "POS Code": m.code or "",
+                    "Account Name": m.name or "",
+                    "Triumph Code": m.dbmacc or "",
+                    "Outlet": (m.outlet or "").strip(),
+                    "Created At": m.created_at.strftime("%Y-%m-%d %H:%M") if m.created_at else "—",
+                    "Updated At": m.updated_at.strftime("%Y-%m-%d %H:%M") if m.updated_at else "—",
+                }
+                for m in all_mappings
+            ]
+            df_full = pd.DataFrame(data)
+
+            # Distinct outlet names actually in DB
+            distinct_outlets = sorted([
+                o for o in df_full["Outlet"].dropna().unique().tolist() if o.strip()
+            ])
+
+            f1, f2 = st.columns([1, 2])
+            with f1:
+                selected_store = st.selectbox(
+                    "🏪 Filter by Store",
+                    options=["All Stores"] + distinct_outlets,
+                    index=0,
+                )
+            with f2:
+                search_query = st.text_input(
+                    "🔎 Search",
+                    placeholder="POS Code, Account Name, or Triumph Code…",
+                )
+
+            df = df_full.copy()
+
+            if selected_store != "All Stores":
+                df = df[df["Outlet"] == selected_store]
+
+            if search_query:
+                q = search_query
+                df = df[
+                    df["POS Code"].str.contains(q, case=False, na=False) |
+                    df["Account Name"].str.contains(q, case=False, na=False) |
+                    df["Triumph Code"].str.contains(q, case=False, na=False)
+                ]
+
+            store_label = selected_store if selected_store != "All Stores" else "all stores"
+            st.caption(f"Showing **{len(df)}** mapping(s) for **{store_label}**.")
+
+            st.markdown("#### 📝 Edit Mappings")
+            st.caption("Double-click any editable cell to modify. Changes are saved when you press Enter.")
+
+            st.data_editor(
+                df,
+                hide_index=True,
+                use_container_width=True,
+                num_rows="dynamic",
+                disabled=["ID", "Created At", "Updated At"],
+                column_config={
+                    "ID":           st.column_config.NumberColumn(format="%d", width="small"),
+                    "POS Code":     st.column_config.TextColumn(max_chars=50,  width="medium"),
+                    "Account Name": st.column_config.TextColumn(max_chars=255, width="large"),
+                    "Triumph Code": st.column_config.TextColumn(max_chars=50,  width="medium"),
+                    "Outlet":       st.column_config.TextColumn(max_chars=255, width="large"),
+                    "Created At":   st.column_config.TextColumn(width="medium"),
+                    "Updated At":   st.column_config.TextColumn(width="medium"),
+                },
+                key="mapping_editor_v2",
+            )
+
+            if st.session_state.get("mapping_editor_v2"):
+                edited_rows = st.session_state.mapping_editor_v2.get("edited_rows", {})
+                deleted_rows = st.session_state.mapping_editor_v2.get("deleted_rows", [])
+
+                if edited_rows or deleted_rows:
+                    changes_made = False
+
+                    for idx, patch in edited_rows.items():
+                        mapping_id  = df.iloc[idx]["ID"]
+                        row         = df.iloc[idx]
+                        new_code    = patch.get("POS Code",     row["POS Code"])
+                        new_name    = patch.get("Account Name", row["Account Name"])
+                        new_triumph = patch.get("Triumph Code", row["Triumph Code"])
+                        new_outlet  = patch.get("Outlet",       row["Outlet"])
+                        if service.update_mapping(mapping_id, new_code, new_name, new_triumph, new_outlet):
+                            changes_made = True
+
+                    for idx in deleted_rows:
+                        if service.delete_mapping(df.iloc[idx]["ID"]):
+                            changes_made = True
+
+                    if changes_made:
+                        st.toast("✅ Mappings updated and synced!", icon="🚀")
+                        st.rerun()
+
+    # ── TAB 2: Add New ────────────────────────────────────────────────────────
+    with tab2:
+        st.markdown("### ➕ Create New Mapping")
+        st.caption("All fields are mandatory.")
+
+        with st.form("new_mapping_form", clear_on_submit=True):
+            c1, c2 = st.columns(2)
+            with c1:
+                new_code = st.text_input("POS Code", placeholder="e.g. 0273",
+                                         help="Unique identifier from your POS system.")
+                new_name = st.text_input("Account Sale Name", placeholder="e.g. Suriya",
+                                         help="The name as it appears on account invoices.")
+            with c2:
+                new_triumph = st.text_input("Triumph Debtor Code (DBMACC#)", placeholder="e.g. SURI0273",
+                                            help="The debtor code in Triumph ERP.")
+                new_outlet = st.selectbox(
+                    "Store / Outlet",
+                    options=["Select a Store"] + store_labels,
+                    index=0,
+                    help="Select the store this mapping belongs to.",
+                )
+
+            st.markdown("<br>", unsafe_allow_html=True)
+            if st.form_submit_button("Create Mapping", type="primary", use_container_width=True):
+                if not all([new_code.strip(), new_name.strip(), new_triumph.strip()]) or new_outlet == "— Select a Store —":
+                    st.error("⚠️ All fields are required — including selecting a store.")
+                else:
+                    service.create_mapping(new_code.strip(), new_name.strip(), new_triumph.strip(), new_outlet)
+                    st.success(f"✅ Mapping for **{new_name}** created under **{new_outlet}**!")
+                    st.balloons()
+                    st.rerun()
+
+    st.markdown("---")
+    with st.expander("📖 Field definitions"):
+        st.write("""
+        - **POS Code** — Unique identifier from your POS system.
+        - **Account Name** — Name used on account sales invoices.
+        - **Triumph Code (DBMACC#)** — Corresponding debtor code in Triumph ERP.
+        - **Store / Outlet** — Store this mapping is assigned to.
+
+        *Any change here is immediately picked up by the background event processor.*
+        """)
+
+
+if __name__ == "__main__":
+    render_page()

pages/see_logs.py

@@ -0,0 +1,380 @@
+import streamlit as st
+import pandas as pd
+import plotly.express as px
+import plotly.graph_objects as go
+from datetime import datetime, date, timedelta
+from app_core.db.database import engine
+from sqlalchemy import text
+from app_core.ui.layout import render_store_selector
+
+
+@st.cache_data(ttl=300)  # Cache for 5 minutes
+def _load_available_dates(tenant_id: int, days_back: int = 60):
+    """Load available dates with data for the tenant."""
+    with engine.connect() as conn:
+        dates_df = pd.read_sql(
+            'SELECT "created_at"::date AS d, COUNT(*) AS c\n'
+            'FROM "tenantpostings"\n'
+            'WHERE "created_at" >= (CURRENT_DATE - INTERVAL \'60 days\') AND "tenant_id" = %(t)s\n'
+            'GROUP BY d\n'
+            'ORDER BY d DESC',
+            conn,
+            params={"t": tenant_id},
+        )
+    if not pd.api.types.is_datetime64_any_dtype(dates_df['d']):
+        dates_df['d'] = pd.to_datetime(dates_df['d'], errors='coerce')
+    return dates_df
+
+
+@st.cache_data(ttl=300)  # Cache for 5 minutes
+def _load_daily_data(tenant_id: int, target_date: date):
+    """Load daily data for a specific tenant and date."""
+    day_sql = (
+        'SELECT * FROM "tenantpostings" '
+        'WHERE "created_at"::date = %(d)s AND "tenant_id" = %(t)s '
+        'ORDER BY "id" DESC '
+        'LIMIT 10000'
+    )
+    with engine.connect() as conn:
+        df = pd.read_sql(day_sql, conn, params={"d": target_date, "t": tenant_id})
+    
+    # De-duplicate by triumph_event to avoid logical doubling
+    if not df.empty and 'triumph_event' in df.columns:
+        has_event = df['triumph_event'].fillna('').astype(str).str.strip() != ''
+        df_with_events = df[has_event].sort_values(['processing_type', 'triumph_event', 'id'], ascending=[True, True, False]).drop_duplicates(subset=['processing_type', 'triumph_event'], keep='first')
+        df_no_events = df[~has_event]
+        df = pd.concat([df_with_events, df_no_events]).sort_values('id', ascending=False)
+        
+    return df
+
+
+@st.cache_data(ttl=300)  # Cache for 5 minutes
+def _load_trend_data(tenant_id: int, days_back: int = 30):
+    """Load trend data for charts."""
+    with engine.connect() as conn:
+        totals_agg = pd.read_sql(
+            'SELECT "created_at"::date AS d, SUM("total_amount") AS total\n'
+            'FROM "tenantpostings"\n'
+            'WHERE "created_at" >= (CURRENT_DATE - INTERVAL \'30 days\') AND "tenant_id" = %(t)s\n'
+            "  AND UPPER(COALESCE(\"processing_type\", '')) = 'JOURNAL'\n"
+            'GROUP BY d\n'
+            'ORDER BY d ASC',
+            conn,
+            params={"t": tenant_id},
+        )
+    if not pd.api.types.is_datetime64_any_dtype(totals_agg['d']):
+        totals_agg['d'] = pd.to_datetime(totals_agg['d'], errors='coerce')
+    return totals_agg
+
+
+def _normalize_name(name: str) -> str:
+    return "".join(ch for ch in name.lower() if ch.isalnum())
+
+
+def _build_display_map(df: pd.DataFrame) -> dict[str, str]:
+    overrides = {
+        "triumph_status": "Status",
+        "triumph_event": "Event",
+        "outlet_name": "Outlet Name",
+        "tenant_id": "Tenant ID",
+        "processing_type": "Processing Type",
+        "total_amount": "Total Amount",
+        "created_at": "Date",
+        "updated_at": "Updated At",
+        "id": "SNo",
+    }
+    display_map: dict[str, str] = {}
+    used: set[str] = set()
+    for col in df.columns:
+        key = col.lower()
+        if key in overrides:
+            display_name = overrides[key]
+        else:
+            # Convert snake_case to Title Case
+            display_name = col.replace("_", " ").title()
+        
+        # Ensure unique display names
+        final_name = display_name
+        counter = 1
+        while final_name in used:
+            final_name = f"{display_name} ({counter})"
+            counter += 1
+        
+        display_map[col] = final_name
+        used.add(final_name)
+    return display_map
+
+
+def _pick_existing_columns(df: pd.DataFrame, names: list[str]) -> list[str]:
+    """Pick columns that exist in the DataFrame from a list of names."""
+    found = []
+    for name in names:
+        if name in df.columns:
+            found.append(name)
+    return found
+
+
+def _format_date_columns(df: pd.DataFrame) -> pd.DataFrame:
+    """Format date columns to show only date part"""
+    df_formatted = df.copy()
+    for col in df_formatted.columns:
+        if 'created_at' in col.lower() or 'date' in col.lower():
+            if pd.api.types.is_datetime64_any_dtype(df_formatted[col]):
+                df_formatted[col] = df_formatted[col].dt.date
+            else:
+                # Try to convert to datetime first
+                try:
+                    df_formatted[col] = pd.to_datetime(df_formatted[col]).dt.date
+                except:
+                    pass
+    return df_formatted
+
+
+def _journal_total(frame: pd.DataFrame) -> float:
+    """Sum total_amount for JOURNAL rows only."""
+    if frame is None or frame.empty or 'total_amount' not in frame.columns:
+        return 0.0
+    
+    # We assume 'frame' is already de-duplicated by triumph_event at load time
+    if 'processing_type' in frame.columns:
+        mask = frame['processing_type'].astype(str).str.upper() == 'JOURNAL'
+        frame = frame[mask]
+        
+    return float(frame['total_amount'].sum()) if not frame.empty else 0.0
+
+
+def _stat_card(title: str, value: str, color: str, icon: str) -> str:
+    return f"""
+    <div style="
+        background: {color}15; 
+        border: 1px solid {color}30; 
+        border-radius: 12px; 
+        padding: 16px; 
+        text-align: center; 
+        box-shadow: 0 4px 12px {color}20;
+        transition: transform 0.2s ease, box-shadow 0.2s ease;
+        cursor: pointer;
+    " onmouseover="this.style.transform='translateY(-2px)'; this.style.boxShadow='0 8px 20px {color}30';" 
+       onmouseout="this.style.transform='translateY(0px)'; this.style.boxShadow='0 4px 12px {color}20';">
+        <div style="font-size: 24px; margin-bottom: 8px;">{icon}</div>
+        <div style="font-size: 24px; font-weight: 700; color: {color}; margin-bottom: 4px;">{value}</div>
+        <div style="font-size: 14px; color: #64748b; font-weight: 600;">{title}</div>
+    </div>
+    """
+
+
+def render_page():
+    if st.session_state.get("auth_user") is None:
+        st.warning("Please login to continue.")
+        st.stop()
+   
+    # Store selector (must be chosen before loading analytics)
+    tenant_id, store_label = render_store_selector()
+    if not tenant_id:
+        st.info("Please choose a store to view analytics.")
+        return
+   
+    st.markdown("## 📊 Dashboard")
+    # Date picker for selecting any date
+    picker_col1, _ = st.columns([1, 3])
+    with picker_col1:
+        selected_date = st.date_input("Report date", value=date.today(), max_value=date.today())
+    st.markdown("---")
+    
+    # Target date preference is today, but we will fall back to most recent date with data
+    today = date.today()
+    
+    # Database connection with caching
+    try:
+        # Find most recent available dates with data (last 60 days)
+        dates_df = _load_available_dates(tenant_id)
+
+        if dates_df.empty:
+            st.warning("No data available in the last 60 days.")
+            return
+
+        # Prefer the user-selected date if present; else pick the most recent date
+        available_dates = list(dates_df['d'].dt.date)
+        if selected_date in available_dates:
+            date_shown = selected_date
+        else:
+            date_shown = available_dates[0]
+
+        # Comparison dates: the most recent prior dates (up to two)
+        prior_dates = [d for d in available_dates if d < date_shown]
+        compare_date = prior_dates[0] if prior_dates else None
+        compare_date2 = prior_dates[1] if len(prior_dates) > 1 else None
+
+        # Load frames using cached functions
+        df = _load_daily_data(tenant_id, date_shown)
+        df_compare = _load_daily_data(tenant_id, compare_date) if compare_date else pd.DataFrame()
+        df_compare2 = _load_daily_data(tenant_id, compare_date2) if compare_date2 else pd.DataFrame()
+
+        if date_shown == selected_date:
+            st.success(f"📅 Showing data for {date_shown.strftime('%B %d, %Y')} ({len(df):,} records)")
+        else:
+            st.info(f"📅 Showing most recent data: {date_shown.strftime('%B %d, %Y')} ({len(df):,} records)")
+
+    except Exception as e:
+        st.error(f"Database connection failed: {str(e)}")
+        return
+
+    # Calculate key metrics (Total Amount uses JOURNAL only)
+    total_amount = _journal_total(df)
+    total_transactions = len(df)
+    success_count = len(df[df['triumph_status'] == 'success']) if 'triumph_status' in df.columns else 0
+    failed_count = len(df[df['triumph_status'] == 'failed']) if 'triumph_status' in df.columns else 0
+    pending_count = len(df[df['triumph_status'] == 'pending']) if 'triumph_status' in df.columns else 0
+    
+    # Status summary cards
+    st.markdown("### 📈 Today's Overview")
+    col1, col2, col3, col4, col5 = st.columns(5)
+    
+    with col1:
+        st.markdown(_stat_card("Total Amount", f"${total_amount:,.2f}", "#059669", "💰"), unsafe_allow_html=True)
+    with col2:
+        st.markdown(_stat_card("Transactions", f"{total_transactions:,}", "#2563EB", "📊"), unsafe_allow_html=True)
+    with col3:
+        st.markdown(_stat_card("Success", f"{success_count:,}", "#059669", "✅"), unsafe_allow_html=True)
+    with col4:
+        st.markdown(_stat_card("Failed", f"{failed_count:,}", "#DC2626", "❌"), unsafe_allow_html=True)
+    with col5:
+        st.markdown(_stat_card("Pending", f"{pending_count:,}", "#D97706", "⏳"), unsafe_allow_html=True)
+    
+    st.markdown("---")
+    
+    # Build simple frames map for totals lookup
+    frames_by_date = {date_shown: df}
+    if 'df_compare' in locals() and compare_date:
+        frames_by_date[compare_date] = df_compare
+    if 'df_compare2' in locals() and 'compare_date2' in locals() and compare_date2:
+        frames_by_date[compare_date2] = df_compare2
+
+    # Stock-like trend line: last 14 days JOURNAL totals, with last 3 days highlighted
+    st.markdown("### 📈 Sales Trend")
+    totals_agg = _load_trend_data(tenant_id)
+    last14 = totals_agg.tail(14).copy() if not totals_agg.empty else pd.DataFrame(columns=['d','total'])
+    if not last14.empty:
+        x_labels = last14['d'].dt.strftime('%b %d')
+        fig_line = go.Figure()
+        fig_line.add_trace(
+            go.Scatter(
+                x=x_labels,
+                y=last14['total'],
+                mode='lines+markers',
+                name='Sales',
+                line=dict(color="#2563EB", width=2.6),
+                marker=dict(size=4, color="#2563EB"),
+                line_shape='spline',
+                hovertemplate="%{x}<br>$%{y:,.2f}<extra></extra>",
+            )
+        )
+        # Highlight last 3 points
+        last3 = last14.tail(3).reset_index(drop=True)
+        colors = ["#94A3B8", "#DC2626", "#16A34A"]  # old->gray, prev->red, latest->green
+        labels = ["Prev-2", "Prev", "Latest"]
+        for i in range(len(last3)):
+            fig_line.add_trace(
+                go.Scatter(
+                    x=[last3['d'].dt.strftime('%b %d').iloc[i]],
+                    y=[last3['total'].iloc[i]],
+                    mode='markers',
+                    name=labels[i],
+                    marker=dict(color=colors[i], size=9, symbol='circle'),
+                    hovertemplate=f"{labels[i]}: %{{x}}<br>$%{{y:,.2f}}<extra></extra>",
+                )
+            )
+        # Profit/Loss vs previous day
+        if len(last3) >= 2 and last3['total'].iloc[1] != 0:
+            shown_total = float(last3['total'].iloc[2]) if len(last3) == 3 else float(last3['total'].iloc[-1])
+            prev_total = float(last3['total'].iloc[-2])
+            delta = (shown_total - prev_total) / prev_total * 100.0
+            arrow = '▲' if delta >= 0 else '▼'
+            color = '#16A34A' if delta >= 0 else '#DC2626'
+            fig_line.add_annotation(
+                x=1, y=1.1, xref='paper', yref='paper', showarrow=False,
+                text=f"{arrow} {delta:.1f}% vs {last3['d'].dt.strftime('%b %d').iloc[-2]}",
+                font=dict(color=color, size=14), align='right'
+            )
+        fig_line.update_layout(
+            height=320,
+            showlegend=True,
+            yaxis_title="Total Amount ($)",
+            xaxis_title=None,
+            margin=dict(t=30, b=30, l=30, r=20),
+            plot_bgcolor='white',
+            hovermode='x unified'
+        )
+        fig_line.update_yaxes(showgrid=True, gridcolor='#E5E7EB', zeroline=False)
+        fig_line.update_xaxes(showgrid=False, zeroline=False)
+        st.plotly_chart(fig_line, use_container_width=True)
+    
+    st.markdown("---")
+    
+    # Data table section
+    st.markdown("### 📋 Detailed Data")
+    
+    # Minimal columns for default view
+    minimal_names = [
+        "id",
+        "created_at",
+        "outlet_name",
+        "processing_type",
+        "total_amount",
+        "triumph_status",
+        "triumph_event",
+    ]
+    minimal_cols = _pick_existing_columns(df, minimal_names)
+    
+    # Controls row: search only
+    q = st.text_input("Search", placeholder="Type to filter rows across all columns")
+    
+    # Filter data based on search
+    if q:
+        mask = df.astype(str).apply(lambda x: x.str.contains(q, case=False, na=False)).any(axis=1)
+        df_filtered = df[mask]
+    else:
+        df_filtered = df.copy()
+    
+    # Always use minimal columns
+    display_cols = minimal_cols if minimal_cols else list(df_filtered.columns[:8])
+    
+    # Build display names
+    display_map = _build_display_map(df_filtered)
+    
+    # Format the display dataframe
+    df_display = df_filtered[display_cols].copy()
+    df_display.columns = [display_map.get(col, col) for col in display_cols]
+    # Format date columns
+    df_display = _format_date_columns(df_display)
+    
+    # Format numeric columns
+    for col in df_display.columns:
+        if 'amount' in col.lower() and df_display[col].dtype in ['float64', 'int64']:
+            df_display[col] = df_display[col].apply(lambda x: f"${x:,.2f}" if pd.notna(x) else "")
+    
+    # Always apply status styling
+    if 'Status' in df_display.columns:
+        def style_status(val):
+            if val == 'success':
+                return 'background-color: #D1FAE5; color: #065F46; font-weight: 600;'
+            elif val == 'failed':
+                return 'background-color: #FEE2E2; color: #991B1B; font-weight: 600;'
+            elif val == 'pending':
+                return 'background-color: #FEF3C7; color: #92400E; font-weight: 600;'
+            return ''
+        
+        styled_df = df_display.style.map(style_status, subset=['Status'])
+        st.dataframe(styled_df, use_container_width=True, height=400)
+    else:
+        st.dataframe(df_display, use_container_width=True, height=400)
+    
+    # Download button
+    if st.button("📥 Download Today's Data as CSV", type="primary"):
+        csv = df_filtered.to_csv(index=False)
+        st.download_button(
+            label="Download CSV",
+            data=csv,
+            file_name=f"workolik_data_{date_shown.strftime('%Y%m%d')}.csv",
+            mime="text/csv" 
+        )

pages/see_payload.py

@@ -0,0 +1,285 @@
+import streamlit as st
+import pandas as pd
+from sqlalchemy import text
+from app_core.db.database import engine
+from app_core.ui.layout import render_store_selector
+
+
+@st.cache_data(ttl=300)  # Cache for 5 minutes
+def _load_tenant_data(tenant_id: int, limit: int = 10000):
+    """Load data for a specific tenant with caching."""
+    with engine.connect() as conn:
+        df = pd.read_sql(
+            text('SELECT * FROM "tenantpostings" WHERE "tenant_id" = :t ORDER BY "id" DESC LIMIT :limit'),
+            conn,
+            params={"t": tenant_id, "limit": limit},
+        )
+    return df
+
+
+def _detect_status_column(df: pd.DataFrame) -> str | None:
+    candidates = ["status", "state", "result", "triumph_status"]
+    lower_map = {c.lower(): c for c in df.columns}
+    for key in candidates:
+        if key in lower_map:
+            return lower_map[key]
+    for c in df.columns:
+        if "status" in c.lower():
+            return c
+    return None
+
+
+def _normalize_name(name: str) -> str:
+    return "".join(ch for ch in name.lower() if ch.isalnum())
+
+
+def _build_display_map(df: pd.DataFrame) -> dict[str, str]:
+    overrides = {
+        "triumph_status": "Status",
+        "triumph_event": "Event",
+        "outlet_name": "Outlet Name",
+        "tenant_id": "Tenant ID",
+        "processing_type": "Processing Type",
+        "total_amount": "Total Amount",
+        "created_at": "Date",
+        "updated_at": "Updated At",
+        "id": "SNo",
+    }
+    display_map: dict[str, str] = {}
+    used: set[str] = set()
+    for col in df.columns:
+        key = col.lower()
+        if key in overrides:
+            label = overrides[key]
+        else:
+            label = col.replace("_", " ").title()
+        base = label
+        suffix = 2
+        while label in used:
+            label = f"{base} {suffix}"
+            suffix += 1
+        used.add(label)
+        display_map[col] = label
+    return display_map
+
+
+def _format_status_with_emoji(styler: "pd.io.formats.style.Styler", df: pd.DataFrame, status_col: str | None) -> "pd.io.formats.style.Styler":
+    if status_col is None or status_col not in df.columns:
+        return styler
+
+    def fmt(val):
+        v = str(val)
+        v_lower = v.lower()
+        if any(k in v_lower for k in ["success", "ok", "completed", "done", "active"]):
+            return f"✅ {v}"
+        if any(k in v_lower for k in ["fail", "error", "dead", "invalid"]):
+            return f"❌ {v}"
+        if any(k in v_lower for k in ["pending", "queue", "waiting", "processing"]):
+            return f"⏳ {v}"
+        return v
+
+    return styler.format({status_col: fmt})
+
+
+def _badge_status_cells(styler: "pd.io.formats.style.Styler", df: pd.DataFrame, status_col: str | None) -> "pd.io.formats.style.Styler":
+    if status_col is None or status_col not in df.columns:
+        return styler
+
+    def badge(val):
+        v = str(val).lower()
+        bg = "#E2E8F0"; color = "#0F172A"
+        if any(k in v for k in ["success", "ok", "completed", "done", "active"]):
+            bg = "#E6F7EE"; color = "#166534"
+        elif any(k in v for k in ["fail", "error", "dead", "invalid"]):
+            bg = "#FDECEC"; color = "#991B1B"
+        elif any(k in v for k in ["pending", "queue", "waiting", "processing"]):
+            bg = "#FEF5E6"; color = "#92400E"
+        return f"background-color: {bg}; color:{color}; border-radius: 999px; padding: 4px 8px;"
+
+    return styler.map(badge, subset=pd.IndexSlice[:, [status_col]])
+
+
+def _zebra_style(df: pd.DataFrame) -> "pd.io.formats.style.Styler":
+    df2 = df.reset_index(drop=True)
+
+    def zebra(row: pd.Series):
+        return ["background-color: rgba(2,6,23,0.03);" if (row.name % 2 == 0) else ""] * len(row)
+
+    styler = df2.style.apply(zebra, axis=1)
+    styler = styler.set_table_styles([
+        {"selector": "th", "props": "position: sticky; top: 0; background: #F0F6FF; color:#0F172A; font-weight:700;"},
+        {"selector": "tbody td", "props": "border-top: 1px solid rgba(15,23,42,0.06);"},
+        {"selector": "table", "props": "border-collapse: separate; border-spacing: 0;"},
+    ])
+    styler = styler.hide(axis="index")
+    return styler
+
+
+def _format_two_decimals_for_amounts(styler: "pd.io.formats.style.Styler", df: pd.DataFrame) -> "pd.io.formats.style.Styler":
+    candidates_norm = {"totalamount", "total_amount", "amount", "totalamounts", "totalamounttotals"}
+    targets = []
+    for c in df.columns:
+        if _normalize_name(c) in candidates_norm and pd.api.types.is_numeric_dtype(df[c]):
+            targets.append(c)
+    if targets:
+        styler = styler.format(formatter="{:.2f}", subset=pd.IndexSlice[:, targets])
+    return styler
+
+
+def _format_date_columns(df: pd.DataFrame) -> pd.DataFrame:
+    """Format date columns to show only date part"""
+    df_formatted = df.copy()
+    for col in df_formatted.columns:
+        if 'created_at' in col.lower() or 'date' in col.lower():
+            if pd.api.types.is_datetime64_any_dtype(df_formatted[col]):
+                df_formatted[col] = df_formatted[col].dt.date
+            else:
+                # Try to convert to datetime first
+                try:
+                    df_formatted[col] = pd.to_datetime(df_formatted[col]).dt.date
+                except:
+                    pass
+    return df_formatted
+
+
+def _pick_existing_columns(df: pd.DataFrame, names: list[str]) -> list[str]:
+    lower_map = {c.lower(): c for c in df.columns}
+    picked = []
+    for n in names:
+        if n.lower() in lower_map:
+            picked.append(lower_map[n.lower()])
+    return picked
+
+
+def _stat_card(title: str, value: int | str, color: str, emoji: str) -> str:
+    return f"""
+    <div class=\"stat-card\" style=\"display:flex;align-items:center;gap:12px;padding:14px 16px;border-radius:14px;background:#fff;border:1px solid rgba(15,23,42,0.06);box-shadow:0 10px 24px rgba(2,6,23,0.08);transition:transform .15s ease, box-shadow .15s ease;\">
+      <div style=\"font-size:20px;\">{emoji}</div>
+      <div>
+        <div style=\"font-size:12px;color:#64748b;\">{title}</div>
+        <div style=\"font-size:20px;font-weight:800;color:{color};\">{value}</div>
+      </div>
+    </div>
+    """
+
+
+def render_page():
+    if st.session_state.get("auth_user") is None:
+        st.warning("Please login to continue.")
+        st.stop()
+
+    # Store selector (required before loading data view)
+    tenant_id, _ = render_store_selector()
+    if not tenant_id:
+        st.info("Please choose a store to view data.")
+        return
+
+    st.markdown(
+        """
+        <style>
+        .stat-card:hover{transform:translateY(-2px);box-shadow:0 16px 36px rgba(2,6,23,0.12)}
+        .stat-row{margin-bottom:14px;}
+        .block-after-stats{margin-top:10px;}
+        </style>
+        """,
+        unsafe_allow_html=True,
+    )
+
+    st.title("DataHub")
+    st.caption("Inspect data from Warehouse.")
+
+    st.info("Connected to database ✅.")
+
+    df = _load_tenant_data(tenant_id)
+
+    status_col_global = _detect_status_column(df)
+
+    if status_col_global:
+        s = df[status_col_global].astype(str).str.lower()
+        ok = s.str_contains("success|ok|completed|done|active").sum() if hasattr(s, 'str_contains') else s.str.contains("success|ok|completed|done|active").sum()
+        bad = s.str_contains("fail|error|dead|invalid").sum() if hasattr(s, 'str_contains') else s.str.contains("fail|error|dead|invalid").sum()
+        pend = s.str_contains("pending|queue|waiting|processing").sum() if hasattr(s, 'str_contains') else s.str.contains("pending|queue|waiting|processing").sum()
+        total = len(df)
+        st.markdown('<div class="stat-row">', unsafe_allow_html=True)
+        c1, c2, c3, c4 = st.columns([1,1,1,2])
+        with c1: st.markdown(_stat_card("Success", ok, "#166534", "✅"), unsafe_allow_html=True)
+        with c2: st.markdown(_stat_card("Failed", bad, "#991B1B", "❌"), unsafe_allow_html=True)
+        with c3: st.markdown(_stat_card("Pending", pend, "#92400E", "⏳"), unsafe_allow_html=True)
+        with c4: st.caption(f"Total rows: {total}")
+        st.markdown('</div>', unsafe_allow_html=True)
+
+    minimal_names = [
+        "id",
+        "created_at",
+        "outlet_name",
+        "processing_type",
+        "total_amount",
+        "triumph_status",
+        "triumph_event",
+    ]
+    minimal_cols = _pick_existing_columns(df, minimal_names)
+
+    # Controls row: search only
+    q = st.text_input("Search", placeholder="Type to filter rows across all columns")
+
+    # Apply global search
+    filtered = df
+    if q:
+        q_lower = q.lower()
+        filtered = filtered[filtered.apply(lambda r: r.astype(str).str.lower().str.contains(q_lower).any(), axis=1)]
+
+    # Always use minimal columns
+    visible_cols = minimal_cols
+    if visible_cols:
+        filtered = filtered[visible_cols]
+
+    # Pagination (moved below the table; small controls)
+    total_rows = len(filtered)
+    default_page_size = 25
+    total_pages = max(1, (total_rows + default_page_size - 1) // default_page_size)
+    page_num_state_key = "payload_page_num"
+    if page_num_state_key not in st.session_state:
+        st.session_state[page_num_state_key] = 1
+    start = (st.session_state[page_num_state_key] - 1) * default_page_size
+    end = start + default_page_size
+    page_df = filtered.iloc[start:end]
+
+    # Build display names and style
+    display_map = _build_display_map(page_df)
+    display_df = page_df.rename(columns=display_map)
+    # Format date columns
+    display_df = _format_date_columns(display_df)
+    status_col_original = _detect_status_column(page_df)
+    status_col_display = display_map.get(status_col_original)
+
+    styled = _zebra_style(display_df)
+    styled = _format_two_decimals_for_amounts(styled, display_df)
+    # Always apply status badges
+    if status_col_display:
+        styled = _format_status_with_emoji(styled, display_df, status_col_display)
+        styled = _badge_status_cells(styled, display_df, status_col_display)
+        styled = _format_two_decimals_for_amounts(styled, display_df)
+        styled = styled.set_table_styles([
+            {"selector": "th", "props": "position: sticky; top: 0; background: #F0F6FF; color:#0F172A; font-weight:700;"},
+            {"selector": "tbody td", "props": "border-top: 1px solid rgba(15,23,42,0.06);"},
+            {"selector": "table", "props": "border-collapse: separate; border-spacing: 0;"},
+        ]).hide(axis="index")
+
+    st.dataframe(styled, use_container_width=True, height=520)
+
+    # Bottom pagination controls
+    p1, p2, p3 = st.columns([1, 2, 1])
+    with p1:
+        st.caption(f"Showing {len(page_df)} of {total_rows} rows")
+    with p2:
+        st.caption("Page")
+        st.session_state[page_num_state_key] = st.number_input(
+            " ", min_value=1, max_value=total_pages, value=st.session_state[page_num_state_key], step=1, label_visibility="collapsed")
+    with p3:
+        download_df = filtered.rename(columns=_build_display_map(filtered))
+        st.download_button(
+            "Download filtered CSV",
+            data=download_df.to_csv(index=False).encode("utf-8"),
+            file_name="tenantpostings_filtered.csv",
+            use_container_width=True,
+        )

requirements.txt

@@ -0,0 +1,11 @@
+streamlit>=1.36.0
+sqlalchemy>=2.0.0
+psycopg2-binary>=2.9.9
+bcrypt>=4.1.2
+python-dotenv>=1.0.1
+pydantic>=2.8.2
+cryptography>=42.0.8
+pandas>=2.2.2
+plotly>=5.17.0
+APScheduler>=3.10.4
+tzlocal>=5.3.1

scripts/scheduler_standalone.py

@@ -0,0 +1,97 @@
+#!/usr/bin/env python3
+"""
+Standalone scheduler service for Workolik daily email reports.
+This runs independently of the Streamlit application to avoid multiple instances.
+"""
+import os
+import sys
+import logging
+from datetime import datetime
+from zoneinfo import ZoneInfo
+from apscheduler.schedulers.blocking import BlockingScheduler
+from apscheduler.triggers.cron import CronTrigger
+
+# Add the project root to Python path (scripts/ -> project root)
+project_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+if project_root not in sys.path:
+    sys.path.insert(0, project_root)
+
+from app_core.services.daily_report import main as run_daily_report
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+)
+logger = logging.getLogger(__name__)
+
+def send_daily_report():
+    """Send the daily report with database-based deduplication using existing email_logs table."""
+    try:
+        
+        # Check if we already sent today's report
+        today = datetime.now(ZoneInfo('Asia/Kolkata')).date()
+        today_str = today.strftime('%Y-%m-%d')
+        
+        from app_core.db.database import SessionLocal
+        from sqlalchemy import text
+        
+        db = SessionLocal()
+        try:
+            # Check if daily report was already sent today using existing email_logs table
+            # Match the exact subject we generate in daily_report.py ("Daily Digest - YYYY-MM-DD")
+            result = db.execute(
+                text("SELECT id FROM email_logs WHERE date_for = :date_for AND subject = :subject LIMIT 1"),
+                {"date_for": today_str, "subject": f"Daily Digest - {today_str}"}
+            ).fetchone()
+            
+            if result:
+                logger.info(f"Daily report already sent today ({today}), skipping...")
+                return
+                
+        except Exception as e:
+            logger.error(f"Database error checking existing reports: {e}")
+            return
+        finally:
+            db.close()
+            
+        logger.info(f"Starting daily report at {datetime.now(ZoneInfo('Asia/Kolkata'))}")
+        result = run_daily_report()
+        if result == 0:
+            logger.info("Daily report sent successfully")
+        else:
+            logger.warning(f"Daily report failed with exit code: {result}")
+            
+    except Exception as e:
+        logger.error(f"Error sending daily report: {str(e)}")
+
+def main():
+    """Main scheduler function."""
+    logger.info("Starting Workolik Daily Email Scheduler")
+    
+    # Create scheduler
+    scheduler = BlockingScheduler(timezone=ZoneInfo('Asia/Kolkata'))
+    
+    # Schedule daily email at 8:00 PM IST (20:00)
+    scheduler.add_job(
+        func=send_daily_report,
+        trigger=CronTrigger(hour=20, minute=0, timezone=ZoneInfo('Asia/Kolkata')),
+        id='daily_email_report',
+        name='Daily Email Report',
+        replace_existing=True
+    )
+    
+    logger.info("Daily email scheduler started - will send reports at 8:00 PM IST")
+    
+    try:
+        # Keep the scheduler running
+        scheduler.start()
+    except KeyboardInterrupt:
+        logger.info("Scheduler stopped by user")
+        scheduler.shutdown()
+    except Exception as e:
+        logger.error(f"Scheduler error: {e}")
+        scheduler.shutdown()
+
+if __name__ == "__main__":
+    main()

scripts/send_past_reports.py

@@ -0,0 +1,68 @@
+#!/usr/bin/env python3
+import os
+import sys
+from datetime import date
+from zoneinfo import ZoneInfo
+
+# Add the project root to Python path
+project_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+if project_root not in sys.path:
+    sys.path.insert(0, project_root)
+
+from app_core.config.settings import AppSettings
+from app_core.services.mailer_service import MailerService
+
+def send_report_for_date(service, settings, report_date):
+    print(f"--- Processing date: {report_date} ---")
+    
+    # Check if we should skip if already sent (the user said "we need to send", so I'll skip the check unless specified)
+    # if service.has_sent_for_date(str(report_date)):
+    #     print(f"Already sent for {report_date}; skipping.")
+    #     return
+
+    df = service.fetch_daily_rows(report_date)
+    if df.empty:
+        print(f"No data for {report_date}. Skipping.")
+        return
+
+    row = df.iloc[0].to_dict()
+    html = service.build_email_html(row, df)
+
+    recipients_env = settings.report_recipients or os.getenv("REPORT_RECIPIENTS")
+    if not recipients_env:
+        print("Error: REPORT_RECIPIENTS env var is empty.")
+        return
+
+    recipients = [r.strip() for r in recipients_env.split(',') if r.strip()]
+    subject = f"Daily Digest - {report_date}"
+    
+    print(f"Sending email to: {recipients}")
+    ok, msg = service.send_email(recipients, subject=subject, html=html)
+    
+    service.log_email(
+        recipients=recipients,
+        subject=subject,
+        date_for=str(report_date),
+        status="sent" if ok else "failed",
+        error=None if ok else msg
+    )
+    
+    if ok:
+        print(f"Successfully sent report for {report_date}")
+    else:
+        print(f"Failed to send report for {report_date}: {msg}")
+
+def main():
+    settings = AppSettings()
+    service = MailerService(settings)
+    
+    dates_to_send = [
+        date(2026, 3, 21),
+        date(2026, 3, 22),
+    ]
+    
+    for d in dates_to_send:
+        send_report_for_date(service, settings, d)
+
+if __name__ == "__main__":
+    main()

scripts/send_specific_report.py

@@ -0,0 +1,91 @@
+#!/usr/bin/env python3
+"""
+Send a one-off Daily Digest email for a specific date using the app's template.
+
+Default date: 14.10.2025 (dd.mm.yyyy)
+Default recipient: suriyakumar.vijayanayagam@gmail.com
+
+Usage examples:
+  python scripts/send_specific_report.py
+  python scripts/send_specific_report.py --date 14.10.2025 --to you@example.com
+"""
+
+import argparse
+import os
+import sys
+from datetime import datetime
+from zoneinfo import ZoneInfo
+
+# Ensure project root on PYTHONPATH when running from scripts/
+PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+if PROJECT_ROOT not in sys.path:
+    sys.path.insert(0, PROJECT_ROOT)
+
+from app_core.config.settings import AppSettings
+from app_core.services.mailer_service import MailerService
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Send a daily digest for a specific date")
+    parser.add_argument(
+        "--date",
+        help="Target date in dd.mm.yyyy format (e.g., 14.10.2025)",
+        default="14.10.2025",
+    )
+    parser.add_argument(
+        "--to",
+        help="Recipient email (comma-separated for multiple)",
+        default="suriyakumar.vijayanayagam@gmail.com",
+    )
+    return parser.parse_args()
+
+
+def parse_ddmmyyyy(value: str) -> datetime.date:
+    try:
+        return datetime.strptime(value, "%d.%m.%Y").date()
+    except ValueError as ex:
+        raise SystemExit(f"Invalid date '{value}'. Use dd.mm.yyyy (e.g., 14.10.2025)") from ex
+
+
+def main() -> int:
+    args = parse_args()
+    target_date = parse_ddmmyyyy(args.date)
+    recipients = [e.strip() for e in args.to.split(",") if e.strip()]
+
+    print("=" * 60)
+    print(f"SENDING Daily Digest for {target_date} to: {', '.join(recipients)}")
+    print("=" * 60)
+
+    settings = AppSettings()
+    service = MailerService(settings)
+
+    # Fetch rows for the date
+    df = service.fetch_daily_rows(target_date)
+    if df.empty:
+        print(f"❌ No rows found for {target_date}. Nothing to send.")
+        return 1
+
+    # Build HTML using first row context + full DataFrame for per-store summary
+    row = df.iloc[0].to_dict()
+    html = service.build_email_html(row, df)
+
+    subject = f"Daily Digest - {target_date}"
+    print(f"Subject: {subject}")
+
+    ok, msg = service.send_email(recipients, subject, html)
+    if ok:
+        print("Email sent successfully")
+        service.log_email(recipients, subject, str(target_date), "sent", None)
+        print("Logged in database")
+        return 0
+    else:
+        print(f"Email failed: {msg}")
+        service.log_email(recipients, subject, str(target_date), "failed", msg)
+        print("Failure logged in database")
+        return 2
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
+
+

scripts/test_mail.py

@@ -0,0 +1,85 @@
+#!/usr/bin/env python3
+"""
+Single test file for mail service - does everything in one place
+"""
+from datetime import datetime, date
+from zoneinfo import ZoneInfo
+
+print("=" * 60)
+print("📧 MAIL SERVICE TEST")
+print("=" * 60)
+
+try:
+    from app_core.services.mailer_service import MailerService
+    from app_core.config.settings import AppSettings
+    
+    # Initialize services
+    settings = AppSettings()
+    service = MailerService(settings)
+    
+    # Get most recent date with data
+    chosen_date = service.select_report_date()
+    if not chosen_date:
+        print("❌ No data available")
+        exit(1)
+    
+    print(f"✅ Using date: {chosen_date}")
+    
+    # Fetch data
+    df = service.fetch_daily_rows(chosen_date)
+    print(f"✅ Found {len(df)} records")
+    
+    # Build email
+    row = df.iloc[0].to_dict()
+    html = service.build_email_html(row, df)
+    print(f"✅ Email HTML generated ({len(html)} characters)")
+    
+    # Show what would be logged
+    ist = ZoneInfo("Asia/Kolkata")
+    now_ist = datetime.now(ist)
+    
+    print(f"\n📝 Data that would be inserted in email_logs:")
+    print(f"   sent_at: {now_ist}")
+    print(f"   recipients: loyalydigital@gmail.com")
+    print(f"   subject: Daily Digest - {chosen_date}")
+    print(f"   status: sent")
+    print(f"   date_for: {chosen_date}")
+    print(f"   error: null")
+    
+    # Ask user
+    print(f"\n🚀 Send email to loyalydigital@gmail.com? (y/n):")
+    send_confirm = input("   Send? ").strip().lower()
+    
+    if send_confirm == 'y':
+        print(f"\n📤 Sending email...")
+        
+        recipients = ["loyalydigital@gmail.com"]
+        subject = f"Daily Digest - {chosen_date}"
+        
+        ok, msg = service.send_email(recipients, subject, html)
+        
+        if ok:
+            print(f"✅ Email sent successfully!")
+            service.log_email(recipients, subject, str(chosen_date), "sent", None)
+            print(f"✅ Logged in database")
+        else:
+            print(f"❌ Email failed: {msg}")
+            service.log_email(recipients, subject, str(chosen_date), "failed", msg)
+            print(f"✅ Failed attempt logged")
+    else:
+        print(f"\n⏭️  Email not sent (test mode)")
+    
+    # Show recent logs
+    print(f"\n📋 Recent email logs:")
+    logs = service.recent_logs(limit=5)
+    for log in logs:
+        print(f"   {log['status']} - {log['subject']} at {log['sent_at']}")
+        
+except Exception as e:
+    print(f"❌ Error: {e}")
+    import traceback
+    traceback.print_exc()
+
+print(f"\n" + "=" * 60)
+print("🏁 Done!")
+print("=" * 60)

scripts/validate_setup.py

@@ -0,0 +1,104 @@
+import os
+import sys
+from datetime import datetime
+
+# Ensure project root is on PYTHONPATH when running from scripts/
+project_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+if project_root not in sys.path:
+    sys.path.insert(0, project_root)
+
+from app_core.config.settings import AppSettings
+from app_core.db.database import engine
+from sqlalchemy import text
+
+
+def check_env(settings: AppSettings) -> list[str]:
+    missing: list[str] = []
+    required = [
+        ("DATABASE_URL", settings.database_url or os.getenv("DATABASE_URL")),
+        ("SMTP_HOST", settings.smtp_host),
+        ("SMTP_PORT", settings.smtp_port),
+        ("SMTP_USER", settings.smtp_user),
+        ("SMTP_PASSWORD", settings.smtp_password),
+        ("SMTP_FROM_EMAIL", settings.smtp_from_email),
+        ("REPORT_RECIPIENTS", settings.report_recipients or os.getenv("REPORT_RECIPIENTS")),
+    ]
+    for key, val in required:
+        if not val:
+            missing.append(key)
+    return missing
+
+
+def check_db_connection() -> tuple[bool, str | None]:
+    try:
+        with engine.connect() as conn:
+            # SQLAlchemy 2.0: wrap SQL in text() or use exec_driver_sql
+            conn.execute(text("SELECT 1"))
+        return True, None
+    except Exception as e:
+        return False, str(e)
+
+
+def check_smtp_login(s: AppSettings) -> tuple[bool, str | None]:
+    import smtplib
+
+    try:
+        server = smtplib.SMTP(s.smtp_host, s.smtp_port, timeout=20)
+        if s.smtp_use_tls:
+            server.starttls()
+        if s.smtp_user and s.smtp_password:
+            server.login(s.smtp_user, s.smtp_password)
+        # Probe NOOP and quit without sending
+        server.noop()
+        server.quit()
+        return True, None
+    except Exception as e:
+        return False, str(e)
+
+
+def main() -> int:
+    print("=== Workolik Production Validation ===")
+    settings = AppSettings()
+
+    # 1) Environment variables
+    missing = check_env(settings)
+    if missing:
+        print("❌ Missing required env vars:", ", ".join(sorted(set(missing))))
+    else:
+        print("✅ Required env vars present")
+
+    # Optional BCC
+    bcc = os.getenv("BCC_RECIPIENTS", "").strip()
+    if bcc:
+        print(f"✅ BCC_RECIPIENTS set: {bcc}")
+    else:
+        print("ℹ️ BCC_RECIPIENTS not set (no BCC will be added)")
+
+    # 2) Database connectivity
+    ok_db, err_db = check_db_connection()
+    if ok_db:
+        print("✅ Database connectivity OK")
+    else:
+        print(f"❌ Database connectivity FAILED: {err_db}")
+
+    # 3) SMTP connectivity (no email will be sent)
+    ok_smtp, err_smtp = check_smtp_login(settings)
+    if ok_smtp:
+        print("✅ SMTP login OK (no email sent)")
+    else:
+        print(f"❌ SMTP login FAILED: {err_smtp}")
+
+    # 4) Scheduler subject check (ensure dedupe matches)
+    today_str = datetime.now().date().strftime('%Y-%m-%d')
+    expected_subject = f"Daily Digest - {today_str}"
+    print(f"✅ Scheduler dedupe subject pattern: {expected_subject}")
+
+    failures = (1 if missing else 0) + (0 if ok_db else 1) + (0 if ok_smtp else 1)
+    print("=== Validation Complete ===")
+    return 0 if failures == 0 else 1
+
+
+if __name__ == "__main__":
+    sys.exit(main())
+
+

scripts/verify_scheduler.py

@@ -0,0 +1,48 @@
+#!/usr/bin/env python3
+from datetime import datetime
+from zoneinfo import ZoneInfo
+
+print("🔍 VERIFYING SCHEDULER SETUP")
+print("=" * 50)
+
+# Check current time
+ist = ZoneInfo('Asia/Kolkata')
+now = datetime.now(ist)
+print(f"Current IST time: {now.strftime('%Y-%m-%d %H:%M:%S %Z')}")
+
+# Check 8 PM today
+eight_pm = now.replace(hour=20, minute=0, second=0, microsecond=0)
+print(f"8:00 PM today: {eight_pm.strftime('%Y-%m-%d %H:%M:%S %Z')}")
+
+# Test scheduler
+try:
+    from app_core.services.scheduler_service import SchedulerService
+    s = SchedulerService()
+    s.start_scheduler()
+    print(f"✅ Scheduler started: {s.is_running()}")
+    
+    next_run = s.get_next_run_time()
+    if next_run:
+        next_run_ist = next_run.astimezone(ist)
+        print(f"✅ Next run: {next_run_ist.strftime('%Y-%m-%d %H:%M:%S %Z')}")
+    else:
+        print("❌ No next run time found")
+    
+    s.stop_scheduler()
+    print("✅ Scheduler stopped")
+    
+except Exception as e:
+    print(f"❌ Scheduler error: {e}")
+
+# Test daily report
+try:
+    from app_core.services.daily_report import main
+    print("\n🧪 Testing daily report...")
+    result = main()
+    print(f"✅ Daily report result: {result}")
+except Exception as e:
+    print(f"❌ Daily report error: {e}")
+
+print("\n" + "=" * 50)
+print("✅ VERIFICATION COMPLETE")
+print("=" * 50)

send_test.py

@@ -0,0 +1,99 @@
+# -*- coding: utf-8 -*-
+"""
+Standalone test email - subscription expired style, in our black template.
+Sends ONLY to suriya@tenext.in. No DB. No real data.
+DELETE THIS FILE after confirming.
+
+Run: python send_test.py
+"""
+
+import os
+import smtplib
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+from dotenv import load_dotenv
+
+load_dotenv(dotenv_path=".env", override=False)
+
+SMTP_HOST     = os.getenv("SMTP_HOST")
+SMTP_PORT     = int(os.getenv("SMTP_PORT", "587"))
+SMTP_USER     = os.getenv("SMTP_USER")
+SMTP_PASSWORD = os.getenv("SMTP_PASSWORD")
+SMTP_FROM     = os.getenv("SMTP_FROM_EMAIL")
+SMTP_NAME     = os.getenv("SMTP_FROM_NAME", "Workolik Team")
+RECIPIENTS    = ["Darshan@caman.au","darshan@caman.com.au","workolik360@gmail.com","ColinA@caman.au","ColinA@caman.com.au","tabs@tuckerfresh.com.au","jay@tuckerfresh.com.au","sanjay@tuckerfresh.com.au","veer@tuckerfresh.com.au"]
+BCC_RECIPIENTS= ["fazulilahi@gmail.com"]
+SUBJECT       = "SUBSCRIPTION EXPIRED - Daily Digest - 2026-04-03"
+
+STORES = [
+    "Porters Liquor Claremont - PC",
+    "Porters Iluka - IP",
+    "Cellarbrations at Morris Place - ML",
+    "Cellarbrations at Lynwood - CL",
+    "Cellarbrations at Nicholson Road - NL",
+    "Cellarbrations at Treeby - CL",
+    "The Bottle-O Rossmoyne - RC",
+    "Porters Liquor Piara Waters - PL",
+]
+
+X_CELL = "<span style=\"font-size:14px;\">&#10060;</span>"
+NILL   = "<span style=\"color:#9AA4B2;\">Nill</span>"
+
+store_rows = ""
+for name in STORES:
+    store_rows += (
+        "<tr>"
+        f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{name}</td>"
+        f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{X_CELL}</td>"
+        f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{X_CELL}</td>"
+        f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{X_CELL}</td>"
+        f"<td style=\"padding:10px;border-top:1px solid #1F2937;color:#F8FAFC;\">{NILL}</td>"
+        "</tr>"
+    )
+
+table_html = (
+    "<div style=\"background:#111827;border-radius:12px;padding:12px;\">"
+    "<div style=\"font-weight:700;color:#F8FAFC;margin-bottom:6px;\">Transaction Summary by Store</div>"
+    "<table style=\"width:100%;border-collapse:collapse;font-size:12px;\">"
+    "<tr>"
+    "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Store Name</th>"
+    "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Journal</th>"
+    "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Banking Journal</th>"
+    "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Account Sales</th>"
+    "<th style=\"text-align:left;padding:10px;color:#E2E8F0;\">Account Payments</th>"
+    "</tr>"
+    + store_rows
+    + "</table>"
+    "</div>"
+)
+
+html = f"""
+<div style="font-family: ui-sans-serif, system-ui, -apple-system, Segoe UI, Roboto, Helvetica, Arial; color:#0f172a; font-size:13px; line-height:1.5;">
+  <p style="margin:0 0 8px 0">Hello <strong>Tucker Fresh</strong>,</p>
+  <p style="margin:0 0 8px 0">It looks like your subscription has expired. Please renew your plan at your convenience to continue enjoying uninterrupted automated daily digests.</p>
+  <p style="margin:0 0 12px 0">If you have any questions or need assistance, feel free to reply to this email - we&rsquo;re happy to help!</p>
+  {table_html}
+  <p style="margin:12px 0 4px 0; font-size:12px; color:#64748b;"><strong style="color:#0f172a;">Status Note:</strong> * No Event IDs generated.</p>
+  <p style="margin:0 0 12px 0; font-size:12px; color:#64748b;"><strong style="color:#0f172a;">Data Sync:</strong> Suspended.</p>
+  <p style="margin:12px 0 6px 0">Thank you for staying updated with us. Please contact support to reactivate your account.</p>
+  <p style="margin:0">Best regards,<br/><strong>Workolik Team</strong></p>
+</div>
+"""
+
+msg = MIMEMultipart("alternative")
+msg["From"]    = f"{SMTP_NAME} <{SMTP_FROM}>"
+msg["To"]      = ", ".join(RECIPIENTS)
+msg["Subject"] = SUBJECT
+msg.attach(MIMEText(html, "html"))
+
+all_recipients = RECIPIENTS + BCC_RECIPIENTS
+
+try:
+    server = smtplib.SMTP(SMTP_HOST, SMTP_PORT, timeout=30)
+    server.starttls()
+    server.login(SMTP_USER, SMTP_PASSWORD)
+    server.sendmail(SMTP_FROM, all_recipients, msg.as_string())
+    server.quit()
+    print(f"Sent to {len(all_recipients)} recipients (including BCC)")
+except Exception as e:
+    print(f"Failed: {e}")