from datetime import date from sqlalchemy import select, func, Subquery, cast from sqlalchemy.dialects.postgresql import TIMESTAMP from models import PaymentRecord, Expense from services.base import BaseService from services.statistics.common import generate_date_range class ExpensesStatisticsService(BaseService): date_from: date date_to: date def _get_expenses_sub(self, model, date_column, amount_column) -> Subquery: all_dates = generate_date_range(self.date_from, self.date_to, ["expenses"]) expenses = ( select( func.sum(getattr(model, amount_column)).label("expenses"), cast(getattr(model, date_column), TIMESTAMP(timezone=False)).label("date"), ) .group_by("date") .subquery() ) expenses_with_gaps_filled = ( select( all_dates.c.date, (all_dates.c.expenses + func.coalesce(expenses.c.expenses, 0)).label("expenses"), ) .join(expenses, all_dates.c.date == expenses.c.date, isouter=True) .order_by(all_dates.c.date) .subquery() ) return expenses_with_gaps_filled def _apply_expenses(self, deals_by_dates: Subquery, expenses_subquery: Subquery): return ( select( deals_by_dates.c.date, deals_by_dates.c.deals_count, deals_by_dates.c.revenue, (func.coalesce(deals_by_dates.c.profit, 0) - func.coalesce(expenses_subquery.c.expenses, 0)).label( "profit"), (deals_by_dates.c.expenses + expenses_subquery.c.expenses).label("expenses"), ) .join(expenses_subquery, expenses_subquery.c.date == deals_by_dates.c.date) ) def apply_expenses(self, date_from: date, date_to: date, deals_by_dates: Subquery): self.date_from, self.date_to = date_from, date_to # Apply salary expenses salary_expenses = self._get_expenses_sub(PaymentRecord, "start_date", "amount") deals_by_dates = self._apply_expenses(deals_by_dates, salary_expenses) # Apply additional expenses additional_expenses = self._get_expenses_sub(Expense, "spent_date", "amount") deals_by_dates = self._apply_expenses(deals_by_dates, additional_expenses) return deals_by_dates