init: 项目初始提交 - NeoZQYY Monorepo 完整代码
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627
apps/etl/pipelines/feiqiu/tasks/dws/finance_daily_task.py
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627
apps/etl/pipelines/feiqiu/tasks/dws/finance_daily_task.py
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# -*- coding: utf-8 -*-
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"""
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财务日度汇总任务
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功能说明：
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以"日期"为粒度，汇总当日财务数据
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数据来源：
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- dwd_settlement_head: 结账单头表
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- dwd_groupbuy_redemption: 团购核销
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- dwd_recharge_order: 充值订单
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- dws_finance_expense_summary: 支出汇总（Excel导入）
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- dws_platform_settlement: 平台回款/服务费（Excel导入）
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目标表：
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billiards_dws.dws_finance_daily_summary
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更新策略：
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- 更新频率：每小时更新当日数据
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- 幂等方式：delete-before-insert（按日期）
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业务规则：
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- 发生额：table_charge_money + goods_money + assistant_pd_money + assistant_cx_money
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- 团购优惠：coupon_amount - 团购支付金额
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- 团购支付：pl_coupon_sale_amount 或关联 groupbuy_redemption.ledger_unit_price
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- 首充/续充：通过 is_first 字段区分
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作者：ETL团队
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创建日期：2026-02-01
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"""
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from __future__ import annotations
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import calendar
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from datetime import date, datetime, timedelta
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from decimal import Decimal
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from typing import Any, Dict, List, Optional, Tuple
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from .base_dws_task import BaseDwsTask, TaskContext
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class FinanceDailyTask(BaseDwsTask):
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"""
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财务日度汇总任务
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汇总每日的：
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- 发生额（正价）
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- 优惠拆分
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- 确认收入
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- 现金流（流入/流出）
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- 充值统计（首充/续充）
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- 订单统计
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"""
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def get_task_code(self) -> str:
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return "DWS_FINANCE_DAILY"
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def get_target_table(self) -> str:
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return "dws_finance_daily_summary"
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def get_primary_keys(self) -> List[str]:
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return ["site_id", "stat_date"]
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# ==========================================================================
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# ETL主流程
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# ==========================================================================
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def extract(self, context: TaskContext) -> Dict[str, Any]:
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"""
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提取数据
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"""
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start_date = context.window_start.date() if hasattr(context.window_start, 'date') else context.window_start
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end_date = context.window_end.date() if hasattr(context.window_end, 'date') else context.window_end
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site_id = context.store_id
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self.logger.info(
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"%s: 提取数据，日期范围 %s ~ %s",
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self.get_task_code(), start_date, end_date
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)
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# 1. 获取结账单汇总
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settlement_summary = self._extract_settlement_summary(site_id, start_date, end_date)
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# 2. 获取团购核销汇总
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groupbuy_summary = self._extract_groupbuy_summary(site_id, start_date, end_date)
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# 3. 获取充值汇总
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recharge_summary = self._extract_recharge_summary(site_id, start_date, end_date)
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# 3.1 获取赠送卡消费汇总（余额变动）
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gift_card_summary = self._extract_gift_card_consume_summary(site_id, start_date, end_date)
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# 4. 获取支出汇总（来自导入表）
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expense_summary = self._extract_expense_summary(site_id, start_date, end_date)
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# 5. 获取平台回款汇总（来自导入表）
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platform_summary = self._extract_platform_summary(site_id, start_date, end_date)
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# 6. 获取大客户优惠明细（用于拆分手动优惠）
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big_customer_summary = self._extract_big_customer_discounts(site_id, start_date, end_date)
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return {
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'settlement_summary': settlement_summary,
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'groupbuy_summary': groupbuy_summary,
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'recharge_summary': recharge_summary,
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'gift_card_summary': gift_card_summary,
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'expense_summary': expense_summary,
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'platform_summary': platform_summary,
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'big_customer_summary': big_customer_summary,
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'start_date': start_date,
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'end_date': end_date,
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'site_id': site_id
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}
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def transform(self, extracted: Dict[str, Any], context: TaskContext) -> List[Dict[str, Any]]:
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"""
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转换数据：按日期聚合
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"""
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settlement_summary = extracted['settlement_summary']
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groupbuy_summary = extracted['groupbuy_summary']
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recharge_summary = extracted['recharge_summary']
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gift_card_summary = extracted['gift_card_summary']
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expense_summary = extracted['expense_summary']
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platform_summary = extracted['platform_summary']
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big_customer_summary = extracted['big_customer_summary']
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site_id = extracted['site_id']
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self.logger.info(
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"%s: 转换数据，%d 天结账数据，%d 天充值数据",
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self.get_task_code(), len(settlement_summary), len(recharge_summary)
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)
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# 按日期合并数据
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dates = set()
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for item in settlement_summary + recharge_summary + gift_card_summary + expense_summary + platform_summary:
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stat_date = item.get('stat_date')
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if stat_date:
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dates.add(stat_date)
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# 构建索引
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settle_index = {s['stat_date']: s for s in settlement_summary}
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groupbuy_index = {g['stat_date']: g for g in groupbuy_summary}
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recharge_index = {r['stat_date']: r for r in recharge_summary}
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gift_card_index = {g['stat_date']: g for g in gift_card_summary}
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expense_index = {e['stat_date']: e for e in expense_summary}
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platform_index = {p['stat_date']: p for p in platform_summary}
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big_customer_index = {b['stat_date']: b for b in big_customer_summary}
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results = []
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for stat_date in sorted(dates):
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settle = settle_index.get(stat_date, {})
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groupbuy = groupbuy_index.get(stat_date, {})
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recharge = recharge_index.get(stat_date, {})
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gift_card = gift_card_index.get(stat_date, {})
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expense = expense_index.get(stat_date, {})
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platform = platform_index.get(stat_date, {})
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big_customer = big_customer_index.get(stat_date, {})
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record = self._build_daily_record(
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stat_date, settle, groupbuy, recharge, gift_card, expense, platform, big_customer, site_id
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)
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results.append(record)
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return results
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def load(self, transformed: List[Dict[str, Any]], context: TaskContext) -> Dict:
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"""
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加载数据
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"""
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if not transformed:
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self.logger.info("%s: 无数据需要写入", self.get_task_code())
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return {"counts": {"fetched": 0, "inserted": 0, "updated": 0, "skipped": 0, "errors": 0}}
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deleted = self.delete_existing_data(context, date_col="stat_date")
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inserted = self.bulk_insert(transformed)
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self.logger.info(
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"%s: 加载完成，删除 %d 行，插入 %d 行",
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self.get_task_code(), deleted, inserted
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)
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return {
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"counts": {
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"fetched": len(transformed),
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"inserted": inserted,
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"updated": 0,
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"skipped": 0,
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"errors": 0
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},
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"extra": {"deleted": deleted}
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}
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# ==========================================================================
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# 数据提取方法
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# ==========================================================================
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def _extract_settlement_summary(
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self,
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site_id: int,
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start_date: date,
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end_date: date
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) -> List[Dict[str, Any]]:
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"""
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提取结账单日汇总
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"""
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sql = """
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SELECT
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DATE(pay_time) AS stat_date,
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COUNT(*) AS order_count,
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COUNT(CASE WHEN member_id != 0 AND member_id IS NOT NULL THEN 1 END) AS member_order_count,
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COUNT(CASE WHEN member_id = 0 OR member_id IS NULL THEN 1 END) AS guest_order_count,
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-- 发生额（正价）
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SUM(table_charge_money) AS table_fee_amount,
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SUM(goods_money) AS goods_amount,
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SUM(assistant_pd_money) AS assistant_pd_amount,
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SUM(assistant_cx_money) AS assistant_cx_amount,
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SUM(table_charge_money + goods_money + assistant_pd_money + assistant_cx_money) AS gross_amount,
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-- 支付
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SUM(pay_amount) AS cash_pay_amount,
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SUM(recharge_card_amount) AS card_pay_amount,
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SUM(balance_amount) AS balance_pay_amount,
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-- 优惠
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SUM(coupon_amount) AS coupon_amount,
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SUM(adjust_amount) AS adjust_amount,
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SUM(member_discount_amount) AS member_discount_amount,
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SUM(rounding_amount) AS rounding_amount,
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SUM(pl_coupon_sale_amount) AS pl_coupon_sale_amount,
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-- 消费金额
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SUM(consume_money) AS total_consume
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FROM billiards_dwd.dwd_settlement_head
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WHERE site_id = %s
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AND DATE(pay_time) >= %s
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AND DATE(pay_time) <= %s
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GROUP BY DATE(pay_time)
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"""
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rows = self.db.query(sql, (site_id, start_date, end_date))
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return [dict(row) for row in rows] if rows else []
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def _extract_groupbuy_summary(
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self,
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site_id: int,
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start_date: date,
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end_date: date
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) -> List[Dict[str, Any]]:
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"""
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提取团购核销日汇总
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"""
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sql = """
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SELECT
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sh.pay_time::DATE AS stat_date,
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COUNT(CASE WHEN sh.coupon_amount > 0 THEN 1 END) AS groupbuy_count,
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SUM(
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CASE
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WHEN sh.coupon_amount > 0 THEN
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CASE
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WHEN sh.pl_coupon_sale_amount > 0 THEN sh.pl_coupon_sale_amount
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ELSE COALESCE(gr.ledger_unit_price, 0)
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END
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ELSE 0
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END
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) AS groupbuy_pay_total
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FROM billiards_dwd.dwd_settlement_head sh
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LEFT JOIN billiards_dwd.dwd_groupbuy_redemption gr
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ON gr.order_settle_id = sh.order_settle_id
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AND COALESCE(gr.is_delete, 0) = 0
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WHERE sh.site_id = %s
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AND sh.pay_time >= %s
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AND sh.pay_time < %s + INTERVAL '1 day'
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GROUP BY sh.pay_time::DATE
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"""
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rows = self.db.query(sql, (site_id, start_date, end_date))
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return [dict(row) for row in rows] if rows else []
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def _extract_recharge_summary(
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self,
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site_id: int,
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start_date: date,
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end_date: date
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) -> List[Dict[str, Any]]:
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"""
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提取充值日汇总
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"""
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sql = """
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SELECT
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DATE(pay_time) AS stat_date,
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COUNT(*) AS recharge_count,
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SUM(pay_money + gift_money) AS recharge_total,
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SUM(pay_money) AS recharge_cash,
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SUM(gift_money) AS recharge_gift,
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COUNT(CASE WHEN is_first = 1 THEN 1 END) AS first_recharge_count,
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SUM(CASE WHEN is_first = 1 THEN pay_money + gift_money ELSE 0 END) AS first_recharge_total,
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SUM(CASE WHEN is_first = 1 THEN pay_money ELSE 0 END) AS first_recharge_cash,
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SUM(CASE WHEN is_first = 1 THEN gift_money ELSE 0 END) AS first_recharge_gift,
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COUNT(CASE WHEN is_first = 0 OR is_first IS NULL THEN 1 END) AS renewal_count,
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SUM(CASE WHEN is_first = 0 OR is_first IS NULL THEN pay_money + gift_money ELSE 0 END) AS renewal_total,
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SUM(CASE WHEN is_first = 0 OR is_first IS NULL THEN pay_money ELSE 0 END) AS renewal_cash,
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SUM(CASE WHEN is_first = 0 OR is_first IS NULL THEN gift_money ELSE 0 END) AS renewal_gift,
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COUNT(DISTINCT member_id) AS recharge_member_count
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FROM billiards_dwd.dwd_recharge_order
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WHERE site_id = %s
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AND DATE(pay_time) >= %s
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AND DATE(pay_time) <= %s
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GROUP BY DATE(pay_time)
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"""
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rows = self.db.query(sql, (site_id, start_date, end_date))
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return [dict(row) for row in rows] if rows else []
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def _extract_gift_card_consume_summary(
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self,
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site_id: int,
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start_date: date,
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end_date: date
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) -> List[Dict[str, Any]]:
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"""
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提取赠送卡消费汇总（来自余额变动）
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"""
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gift_card_type_ids = (
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2791990152417157, # 台费卡
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2794699703437125, # 酒水卡
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2793266846533445, # 活动抵用券
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)
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id_list = ", ".join(str(card_id) for card_id in gift_card_type_ids)
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sql = f"""
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SELECT
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change_time::DATE AS stat_date,
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SUM(ABS(change_amount)) AS gift_card_consume
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FROM billiards_dwd.dwd_member_balance_change
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WHERE site_id = %s
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AND change_time >= %s
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AND change_time < %s + INTERVAL '1 day'
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AND from_type = 1
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AND change_amount < 0
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AND COALESCE(is_delete, 0) = 0
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AND card_type_id IN ({id_list})
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GROUP BY change_time::DATE
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"""
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rows = self.db.query(sql, (site_id, start_date, end_date))
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return [dict(row) for row in rows] if rows else []
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def _extract_expense_summary(
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self,
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site_id: int,
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start_date: date,
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end_date: date
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) -> List[Dict[str, Any]]:
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"""
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提取支出汇总（来自导入表，按月分摊到日）
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"""
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if start_date > end_date:
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return []
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start_month = start_date.replace(day=1)
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end_month = end_date.replace(day=1)
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sql = """
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SELECT
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expense_month,
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SUM(expense_amount) AS expense_amount
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FROM billiards_dws.dws_finance_expense_summary
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WHERE site_id = %s
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AND expense_month >= %s
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AND expense_month <= %s
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GROUP BY expense_month
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"""
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rows = self.db.query(sql, (site_id, start_month, end_month))
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if not rows:
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return []
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daily_totals: Dict[date, Decimal] = {}
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for row in rows:
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row_dict = dict(row)
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month_date = row_dict.get('expense_month')
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if not month_date:
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continue
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amount = self.safe_decimal(row_dict.get('expense_amount', 0))
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days_in_month = calendar.monthrange(month_date.year, month_date.month)[1]
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daily_amount = amount / Decimal(str(days_in_month)) if days_in_month > 0 else Decimal('0')
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for day in range(1, days_in_month + 1):
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stat_date = date(month_date.year, month_date.month, day)
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if stat_date < start_date or stat_date > end_date:
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continue
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daily_totals[stat_date] = daily_totals.get(stat_date, Decimal('0')) + daily_amount
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return [
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{'stat_date': stat_date, 'expense_amount': amount}
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for stat_date, amount in sorted(daily_totals.items())
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]
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def _extract_platform_summary(
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self,
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site_id: int,
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start_date: date,
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end_date: date
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) -> List[Dict[str, Any]]:
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"""
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提取平台回款/服务费汇总（来自导入表）
|
||||
"""
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sql = """
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SELECT
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settlement_date AS stat_date,
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SUM(settlement_amount) AS settlement_amount,
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SUM(commission_amount) AS commission_amount,
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SUM(service_fee) AS service_fee
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FROM billiards_dws.dws_platform_settlement
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WHERE site_id = %s
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AND settlement_date >= %s
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AND settlement_date <= %s
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GROUP BY settlement_date
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"""
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rows = self.db.query(sql, (site_id, start_date, end_date))
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return [dict(row) for row in rows] if rows else []
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def _extract_big_customer_discounts(
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self,
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site_id: int,
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start_date: date,
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end_date: date
|
||||
) -> List[Dict[str, Any]]:
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"""
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提取大客户优惠（用于拆分手动调整）
|
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"""
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member_ids = self._parse_id_list(self.config.get("dws.discount.big_customer_member_ids"))
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order_ids = self._parse_id_list(self.config.get("dws.discount.big_customer_order_ids"))
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if not member_ids and not order_ids:
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return []
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||||
|
||||
sql = """
|
||||
SELECT
|
||||
pay_time::DATE AS stat_date,
|
||||
order_settle_id,
|
||||
member_id,
|
||||
adjust_amount
|
||||
FROM billiards_dwd.dwd_settlement_head
|
||||
WHERE site_id = %s
|
||||
AND pay_time >= %s
|
||||
AND pay_time < %s + INTERVAL '1 day'
|
||||
AND adjust_amount != 0
|
||||
"""
|
||||
rows = self.db.query(sql, (site_id, start_date, end_date))
|
||||
if not rows:
|
||||
return []
|
||||
|
||||
result: Dict[date, Dict[str, Any]] = {}
|
||||
for row in rows:
|
||||
row_dict = dict(row)
|
||||
stat_date = row_dict.get('stat_date')
|
||||
if not stat_date:
|
||||
continue
|
||||
order_id = row_dict.get('order_settle_id')
|
||||
member_id = row_dict.get('member_id')
|
||||
if order_id not in order_ids and member_id not in member_ids:
|
||||
continue
|
||||
amount = abs(self.safe_decimal(row_dict.get('adjust_amount', 0)))
|
||||
entry = result.setdefault(stat_date, {'stat_date': stat_date, 'big_customer_amount': Decimal('0'), 'big_customer_count': 0})
|
||||
entry['big_customer_amount'] += amount
|
||||
entry['big_customer_count'] += 1
|
||||
|
||||
return list(result.values())
|
||||
|
||||
def _parse_id_list(self, value: Any) -> set:
|
||||
if not value:
|
||||
return set()
|
||||
if isinstance(value, str):
|
||||
items = [v.strip() for v in value.split(",") if v.strip()]
|
||||
return {int(v) for v in items if v.isdigit()}
|
||||
if isinstance(value, (list, tuple, set)):
|
||||
result = set()
|
||||
for item in value:
|
||||
if item is None:
|
||||
continue
|
||||
try:
|
||||
result.add(int(item))
|
||||
except (ValueError, TypeError):
|
||||
continue
|
||||
return result
|
||||
return set()
|
||||
|
||||
# ==========================================================================
|
||||
# 数据转换方法
|
||||
# ==========================================================================
|
||||
|
||||
def _build_daily_record(
|
||||
self,
|
||||
stat_date: date,
|
||||
settle: Dict[str, Any],
|
||||
groupbuy: Dict[str, Any],
|
||||
recharge: Dict[str, Any],
|
||||
gift_card: Dict[str, Any],
|
||||
expense: Dict[str, Any],
|
||||
platform: Dict[str, Any],
|
||||
big_customer: Dict[str, Any],
|
||||
site_id: int
|
||||
) -> Dict[str, Any]:
|
||||
"""
|
||||
构建日度财务记录
|
||||
"""
|
||||
# 发生额
|
||||
gross_amount = self.safe_decimal(settle.get('gross_amount', 0))
|
||||
table_fee_amount = self.safe_decimal(settle.get('table_fee_amount', 0))
|
||||
goods_amount = self.safe_decimal(settle.get('goods_amount', 0))
|
||||
assistant_pd_amount = self.safe_decimal(settle.get('assistant_pd_amount', 0))
|
||||
assistant_cx_amount = self.safe_decimal(settle.get('assistant_cx_amount', 0))
|
||||
|
||||
# 支付
|
||||
cash_pay_amount = self.safe_decimal(settle.get('cash_pay_amount', 0))
|
||||
card_pay_amount = self.safe_decimal(settle.get('card_pay_amount', 0))
|
||||
balance_pay_amount = self.safe_decimal(settle.get('balance_pay_amount', 0))
|
||||
|
||||
# 优惠
|
||||
coupon_amount = self.safe_decimal(settle.get('coupon_amount', 0))
|
||||
pl_coupon_sale = self.safe_decimal(settle.get('pl_coupon_sale_amount', 0))
|
||||
groupbuy_pay = self.safe_decimal(groupbuy.get('groupbuy_pay_total', 0))
|
||||
|
||||
# 团购支付金额：优先使用pl_coupon_sale_amount，否则使用groupbuy核销金额
|
||||
if pl_coupon_sale > 0:
|
||||
groupbuy_pay_amount = pl_coupon_sale
|
||||
else:
|
||||
groupbuy_pay_amount = groupbuy_pay
|
||||
|
||||
# 团购优惠 = 团购抵消台费 - 团购支付金额
|
||||
discount_groupbuy = coupon_amount - groupbuy_pay_amount
|
||||
if discount_groupbuy < 0:
|
||||
discount_groupbuy = Decimal('0')
|
||||
|
||||
adjust_amount = self.safe_decimal(settle.get('adjust_amount', 0))
|
||||
member_discount = self.safe_decimal(settle.get('member_discount_amount', 0))
|
||||
rounding_amount = self.safe_decimal(settle.get('rounding_amount', 0))
|
||||
big_customer_amount = self.safe_decimal(big_customer.get('big_customer_amount', 0))
|
||||
other_discount = adjust_amount - big_customer_amount
|
||||
if other_discount < 0:
|
||||
other_discount = Decimal('0')
|
||||
|
||||
# 赠送卡消费（来自余额变动）
|
||||
gift_card_consume_amount = self.safe_decimal(gift_card.get('gift_card_consume', 0))
|
||||
|
||||
# 优惠合计
|
||||
discount_total = discount_groupbuy + member_discount + gift_card_consume_amount + adjust_amount + rounding_amount
|
||||
|
||||
# 确认收入
|
||||
confirmed_income = gross_amount - discount_total
|
||||
|
||||
# 现金流
|
||||
platform_settlement_amount = self.safe_decimal(platform.get('settlement_amount', 0))
|
||||
platform_fee_amount = (
|
||||
self.safe_decimal(platform.get('commission_amount', 0))
|
||||
+ self.safe_decimal(platform.get('service_fee', 0))
|
||||
)
|
||||
recharge_cash_inflow = self.safe_decimal(recharge.get('recharge_cash', 0))
|
||||
platform_inflow = platform_settlement_amount if platform_settlement_amount > 0 else groupbuy_pay_amount
|
||||
cash_inflow_total = cash_pay_amount + platform_inflow + recharge_cash_inflow
|
||||
|
||||
cash_outflow_total = self.safe_decimal(expense.get('expense_amount', 0)) + platform_fee_amount
|
||||
cash_balance_change = cash_inflow_total - cash_outflow_total
|
||||
|
||||
# 卡消费
|
||||
cash_card_consume = card_pay_amount + balance_pay_amount
|
||||
gift_card_consume = gift_card_consume_amount
|
||||
card_consume_total = cash_card_consume + gift_card_consume
|
||||
|
||||
# 充值统计
|
||||
recharge_count = self.safe_int(recharge.get('recharge_count', 0))
|
||||
recharge_total = self.safe_decimal(recharge.get('recharge_total', 0))
|
||||
recharge_cash = self.safe_decimal(recharge.get('recharge_cash', 0))
|
||||
recharge_gift = self.safe_decimal(recharge.get('recharge_gift', 0))
|
||||
first_recharge_count = self.safe_int(recharge.get('first_recharge_count', 0))
|
||||
first_recharge_amount = self.safe_decimal(recharge.get('first_recharge_total', 0))
|
||||
renewal_count = self.safe_int(recharge.get('renewal_count', 0))
|
||||
renewal_amount = self.safe_decimal(recharge.get('renewal_total', 0))
|
||||
|
||||
# 订单统计
|
||||
order_count = self.safe_int(settle.get('order_count', 0))
|
||||
member_order_count = self.safe_int(settle.get('member_order_count', 0))
|
||||
guest_order_count = self.safe_int(settle.get('guest_order_count', 0))
|
||||
avg_order_amount = gross_amount / order_count if order_count > 0 else Decimal('0')
|
||||
|
||||
return {
|
||||
'site_id': site_id,
|
||||
'tenant_id': self.config.get("app.tenant_id", site_id),
|
||||
'stat_date': stat_date,
|
||||
# 发生额
|
||||
'gross_amount': gross_amount,
|
||||
'table_fee_amount': table_fee_amount,
|
||||
'goods_amount': goods_amount,
|
||||
'assistant_pd_amount': assistant_pd_amount,
|
||||
'assistant_cx_amount': assistant_cx_amount,
|
||||
# 优惠
|
||||
'discount_total': discount_total,
|
||||
'discount_groupbuy': discount_groupbuy,
|
||||
'discount_vip': member_discount,
|
||||
'discount_gift_card': gift_card_consume_amount,
|
||||
'discount_manual': adjust_amount,
|
||||
'discount_rounding': rounding_amount,
|
||||
'discount_other': other_discount,
|
||||
# 确认收入
|
||||
'confirmed_income': confirmed_income,
|
||||
# 现金流
|
||||
'cash_inflow_total': cash_inflow_total,
|
||||
'cash_pay_amount': cash_pay_amount,
|
||||
'groupbuy_pay_amount': groupbuy_pay_amount,
|
||||
'platform_settlement_amount': platform_settlement_amount,
|
||||
'platform_fee_amount': platform_fee_amount,
|
||||
'recharge_cash_inflow': recharge_cash_inflow,
|
||||
'card_consume_total': card_consume_total,
|
||||
'cash_card_consume': cash_card_consume,
|
||||
'gift_card_consume': gift_card_consume,
|
||||
'cash_outflow_total': cash_outflow_total,
|
||||
'cash_balance_change': cash_balance_change,
|
||||
# 充值统计
|
||||
'recharge_count': recharge_count,
|
||||
'recharge_total': recharge_total,
|
||||
'recharge_cash': recharge_cash,
|
||||
'recharge_gift': recharge_gift,
|
||||
'first_recharge_count': first_recharge_count,
|
||||
'first_recharge_amount': first_recharge_amount,
|
||||
'renewal_count': renewal_count,
|
||||
'renewal_amount': renewal_amount,
|
||||
# 订单统计
|
||||
'order_count': order_count,
|
||||
'member_order_count': member_order_count,
|
||||
'guest_order_count': guest_order_count,
|
||||
'avg_order_amount': avg_order_amount,
|
||||
}
|
||||
|
||||
|
||||
# 便于外部导入
|
||||
__all__ = ['FinanceDailyTask']
|
||||
Reference in New Issue
Block a user