441 lines
18 KiB
Markdown
441 lines
18 KiB
Markdown
# 24H换单完成率数据验证计划 - 简化版
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**日期**：2026-05-16
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**验证目标**：通过汇总统计和订单明细，手工验证修复后的逻辑
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**验证数据**：2026-05-14 的数据
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**核心需求**：汇总数据+订单明细对比
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---
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## 验证思路
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通过两个SQL来验证：
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1. **汇总统计SQL**：展示该日期所有关键指标的COUNT结果，用于手工运算
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2. **订单明细SQL**：展示参与计算的具体订单，用于对比验证
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---
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## SQL 1：汇总统计（手工运算基础）
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统计2026-05-14的各项指标：
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## SQL 1：汇总统计（手工运算基础）
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统计2026-05-14的各项指标：
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```sql
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-- ===== 汇总统计：14日数据验证 =====
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-- 核心修复：包含所需的CTE定义，使SQL完整可执行
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WITH InterchangeUnitLabelRatesAtFirstScan AS (
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-- 步骤2.5：计算交接单的作业时标签率（基于最早扫描时间）
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SELECT
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l.BillOfLadingNumber,
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l.MasterPackageNumber,
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COUNT(DISTINCT l.Id) AS total_requests,
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL AND l.Label != ''
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THEN l.Id
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END) AS total_labeled_at_any_time,
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL
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AND l.Label != ''
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AND l.LabelRetrievedAt < (
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SELECT MIN(lsh2.CreatedAt)
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FROM label_scan_history lsh2
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WHERE lsh2.NeutralWaybillNumber = l.NeutralWaybillNumber
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)
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THEN l.Id
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END) AS labeled_at_first_scan,
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ROUND(
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL
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AND l.Label != ''
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AND l.LabelRetrievedAt < (
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SELECT MIN(lsh3.CreatedAt)
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FROM label_scan_history lsh3
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WHERE lsh3.NeutralWaybillNumber = l.NeutralWaybillNumber
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)
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THEN l.Id
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END) * 100.0 /
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL AND l.Label != ''
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THEN l.Id
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END),
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2
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) AS label_rate_at_first_scan
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FROM label_replace_requests l
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GROUP BY l.BillOfLadingNumber, l.MasterPackageNumber
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),
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OverallScanStatus AS (
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-- 每个订单的扫描状态统计
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SELECT
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s.NeutralWaybillNumber,
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MAX(CASE WHEN s.Result = 0 THEN 1 ELSE 0 END) AS 曾成功,
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MIN(CASE WHEN s.Result = 0 THEN s.CreatedAt ELSE NULL END) AS 首次成功时间
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FROM label_scan_history s
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GROUP BY s.NeutralWaybillNumber
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)
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SELECT
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'2026-05-14' AS 统计日期,
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-- ===== 分母计算 =====
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(
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SELECT COUNT(DISTINCT l.NeutralWaybillNumber)
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FROM arrival_handover_forms a
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INNER JOIN label_replace_requests l
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ON l.BillOfLadingNumber = a.HandoverNumber
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OR l.MasterPackageNumber = a.HandoverNumber
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INNER JOIN InterchangeUnitLabelRatesAtFirstScan iulr_first
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ON l.BillOfLadingNumber = iulr_first.BillOfLadingNumber
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AND l.MasterPackageNumber = iulr_first.MasterPackageNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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AND iulr_first.label_rate_at_first_scan >= 80
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) AS 分母_总应该换单数,
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-- ===== 分母的详细拆分 =====
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(
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SELECT COUNT(DISTINCT CONCAT(l.BillOfLadingNumber, '|', l.MasterPackageNumber))
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FROM arrival_handover_forms a
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INNER JOIN label_replace_requests l
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ON l.BillOfLadingNumber = a.HandoverNumber
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OR l.MasterPackageNumber = a.HandoverNumber
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INNER JOIN InterchangeUnitLabelRatesAtFirstScan iulr_first
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ON l.BillOfLadingNumber = iulr_first.BillOfLadingNumber
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AND l.MasterPackageNumber = iulr_first.MasterPackageNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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AND iulr_first.label_rate_at_first_scan >= 80
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) AS 分母_交接单数,
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-- 标签率≥80% 的16点前到仓
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(
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SELECT COUNT(DISTINCT CONCAT(l.BillOfLadingNumber, '|', l.MasterPackageNumber))
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FROM arrival_handover_forms a
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INNER JOIN label_replace_requests l
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ON l.BillOfLadingNumber = a.HandoverNumber
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OR l.MasterPackageNumber = a.HandoverNumber
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INNER JOIN InterchangeUnitLabelRatesAtFirstScan iulr_first
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ON l.BillOfLadingNumber = iulr_first.BillOfLadingNumber
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AND l.MasterPackageNumber = iulr_first.MasterPackageNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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AND iulr_first.label_rate_at_first_scan >= 80
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AND HOUR(a.ReceiptTime) < 16
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) AS 分母_16点前交接单数,
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-- 标签率≥80% 的16点后到仓
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(
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SELECT COUNT(DISTINCT CONCAT(l.BillOfLadingNumber, '|', l.MasterPackageNumber))
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FROM arrival_handover_forms a
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INNER JOIN label_replace_requests l
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ON l.BillOfLadingNumber = a.HandoverNumber
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OR l.MasterPackageNumber = a.HandoverNumber
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INNER JOIN InterchangeUnitLabelRatesAtFirstScan iulr_first
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ON l.BillOfLadingNumber = iulr_first.BillOfLadingNumber
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AND l.MasterPackageNumber = iulr_first.MasterPackageNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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AND iulr_first.label_rate_at_first_scan >= 80
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AND HOUR(a.ReceiptTime) >= 16
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) AS 分母_16点后交接单数,
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-- ===== 分子计算 =====
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-- 16点前到仓 且已考核通过（完成时间 ≤ 次日16:00）
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(
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SELECT COUNT(DISTINCT l.NeutralWaybillNumber)
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FROM arrival_handover_forms a
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INNER JOIN label_replace_requests l
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ON l.BillOfLadingNumber = a.HandoverNumber
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OR l.MasterPackageNumber = a.HandoverNumber
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INNER JOIN OverallScanStatus oss ON l.NeutralWaybillNumber = oss.NeutralWaybillNumber
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INNER JOIN InterchangeUnitLabelRatesAtFirstScan iulr_first
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ON l.BillOfLadingNumber = iulr_first.BillOfLadingNumber
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AND l.MasterPackageNumber = iulr_first.MasterPackageNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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AND iulr_first.label_rate_at_first_scan >= 80
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AND HOUR(a.ReceiptTime) < 16
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AND oss.曾成功 = 1
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AND oss.首次成功时间 IS NOT NULL
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AND oss.首次成功时间 <= CONCAT(DATE_ADD(DATE(a.ReceiptTime), INTERVAL 1 DAY), ' 16:00:00')
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) AS 分子_16点前完成数,
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-- 16点后到仓 且已考核通过（完成时间 ≤ 次日23:59:59）
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(
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SELECT COUNT(DISTINCT l.NeutralWaybillNumber)
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FROM arrival_handover_forms a
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INNER JOIN label_replace_requests l
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ON l.BillOfLadingNumber = a.HandoverNumber
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OR l.MasterPackageNumber = a.HandoverNumber
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INNER JOIN OverallScanStatus oss ON l.NeutralWaybillNumber = oss.NeutralWaybillNumber
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INNER JOIN InterchangeUnitLabelRatesAtFirstScan iulr_first
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ON l.BillOfLadingNumber = iulr_first.BillOfLadingNumber
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AND l.MasterPackageNumber = iulr_first.MasterPackageNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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AND iulr_first.label_rate_at_first_scan >= 80
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AND HOUR(a.ReceiptTime) >= 16
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AND oss.曾成功 = 1
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AND oss.首次成功时间 IS NOT NULL
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AND oss.首次成功时间 <= CONCAT(DATE_ADD(DATE(a.ReceiptTime), INTERVAL 1 DAY), ' 23:59:59')
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) AS 分子_16点后完成数,
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-- 总分子
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(
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SELECT COUNT(DISTINCT l.NeutralWaybillNumber)
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FROM arrival_handover_forms a
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INNER JOIN label_replace_requests l
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ON l.BillOfLadingNumber = a.HandoverNumber
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OR l.MasterPackageNumber = a.HandoverNumber
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INNER JOIN OverallScanStatus oss ON l.NeutralWaybillNumber = oss.NeutralWaybillNumber
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INNER JOIN InterchangeUnitLabelRatesAtFirstScan iulr_first
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ON l.BillOfLadingNumber = iulr_first.BillOfLadingNumber
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AND l.MasterPackageNumber = iulr_first.MasterPackageNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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AND iulr_first.label_rate_at_first_scan >= 80
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AND oss.曾成功 = 1
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AND oss.首次成功时间 IS NOT NULL
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AND ((HOUR(a.ReceiptTime) < 16 AND oss.首次成功时间 <= CONCAT(DATE_ADD(DATE(a.ReceiptTime), INTERVAL 1 DAY), ' 16:00:00'))
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OR (HOUR(a.ReceiptTime) >= 16 AND oss.首次成功时间 <= CONCAT(DATE_ADD(DATE(a.ReceiptTime), INTERVAL 1 DAY), ' 23:59:59')))
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) AS 分子_总完成数;
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```
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**输出解析**：
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- `分母_总应该换单数`：基于SUM(有标签包裹数) 的最终分母
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- `分母_交接单数`：参与统计的交接单总数
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- `分母_16点前/后交接单数`：按到货时间拆分的交接单数
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- `分子_16点前完成数`：16点前到仓且已完成的订单数
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- `分子_16点后完成数`：16点后到仓且已完成的订单数
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- `分子_总完成数`：总的完成订单数（分子）
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**手工运算**：24H换单率 = 分子_总完成数 / 分母_总应该换单数 × 100%
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---
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## SQL 2：订单明细（参与计算的具体订单）
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展示参与计算的具体订单（分子和分母中的所有订单）：
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```sql
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-- ===== 订单明细：14日所有参与计算的订单 =====
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-- 核心修复：包含CTE定义，使SQL完整可执行
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WITH InterchangeUnitLabelRatesAtFirstScan AS (
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SELECT
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l.BillOfLadingNumber,
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l.MasterPackageNumber,
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COUNT(DISTINCT l.Id) AS total_requests,
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL AND l.Label != ''
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THEN l.Id
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END) AS total_labeled_at_any_time,
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL
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AND l.Label != ''
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AND l.LabelRetrievedAt < (
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SELECT MIN(lsh2.CreatedAt)
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FROM label_scan_history lsh2
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WHERE lsh2.NeutralWaybillNumber = l.NeutralWaybillNumber
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)
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THEN l.Id
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END) AS labeled_at_first_scan,
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ROUND(
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL
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AND l.Label != ''
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AND l.LabelRetrievedAt < (
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SELECT MIN(lsh3.CreatedAt)
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FROM label_scan_history lsh3
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WHERE lsh3.NeutralWaybillNumber = l.NeutralWaybillNumber
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)
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THEN l.Id
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END) * 100.0 /
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COUNT(DISTINCT CASE
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WHEN l.Label IS NOT NULL AND l.Label != ''
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THEN l.Id
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END),
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2
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) AS label_rate_at_first_scan
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FROM label_replace_requests l
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GROUP BY l.BillOfLadingNumber, l.MasterPackageNumber
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),
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OverallScanStatus AS (
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SELECT
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s.NeutralWaybillNumber,
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MAX(CASE WHEN s.Result = 0 THEN 1 ELSE 0 END) AS 曾成功,
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MIN(CASE WHEN s.Result = 0 THEN s.CreatedAt ELSE NULL END) AS 首次成功时间
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FROM label_scan_history s
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GROUP BY s.NeutralWaybillNumber
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)
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SELECT
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l.NeutralWaybillNumber AS 订单号,
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l.BillOfLadingNumber AS 交接单号,
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l.MasterPackageNumber AS 主包裹号,
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DATE(a.ReceiptTime) AS 到货日期,
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CASE WHEN HOUR(a.ReceiptTime) < 16 THEN '16点前' ELSE '16点后' END AS 到货时段,
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-- 作业时标签率
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ROUND(
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(SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL
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AND l2.Label != ''
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AND l2.LabelRetrievedAt < (
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SELECT MIN(lsh.CreatedAt)
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FROM label_scan_history lsh
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WHERE lsh.NeutralWaybillNumber = l2.NeutralWaybillNumber
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)
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber) * 100.0 /
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(SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL AND l2.Label != ''
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber),
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2
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) AS 作业时标签率百分比,
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l.LabelRetrievedAt AS 标签推送时间,
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(SELECT MIN(lsh.CreatedAt)
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FROM label_scan_history lsh
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WHERE lsh.NeutralWaybillNumber = l.NeutralWaybillNumber) AS 首次扫描时间,
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-- 应该的考核时间
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CASE
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WHEN (SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL
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AND l2.Label != ''
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AND l2.LabelRetrievedAt < (
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SELECT MIN(lsh.CreatedAt)
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FROM label_scan_history lsh
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WHERE lsh.NeutralWaybillNumber = l2.NeutralWaybillNumber
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)
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber) * 100.0 /
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(SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL AND l2.Label != ''
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber) >= 80
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THEN
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CASE
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WHEN HOUR(a.到货时间) < 16 THEN CONCAT(DATE_ADD(DATE(a.到货时间), INTERVAL 1 DAY), ' 16:00:00')
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ELSE CONCAT(DATE_ADD(DATE(a.到货时间), INTERVAL 1 DAY), ' 23:59:59')
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END
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ELSE '无'
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END AS 应该的考核时间,
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-- 实际首次成功时间
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oss.首次成功时间,
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-- 是否在分母中
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CASE
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WHEN (SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL
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AND l2.Label != ''
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AND l2.LabelRetrievedAt < (
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SELECT MIN(lsh.CreatedAt)
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FROM label_scan_history lsh
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WHERE lsh.NeutralWaybillNumber = l2.NeutralWaybillNumber
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)
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber) * 100.0 /
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(SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL AND l2.Label != ''
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber) >= 80
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THEN '✓ 在分母中'
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ELSE '✗ 不在分母中'
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END AS 是否在分母中,
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-- 是否在分子中
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CASE
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WHEN oss.曾成功 = 1
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AND oss.首次成功时间 IS NOT NULL
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AND (SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL
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AND l2.Label != ''
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AND l2.LabelRetrievedAt < (
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SELECT MIN(lsh.CreatedAt)
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FROM label_scan_history lsh
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WHERE lsh.NeutralWaybillNumber = l2.NeutralWaybillNumber
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)
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber) * 100.0 /
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(SELECT COUNT(DISTINCT CASE
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WHEN l2.Label IS NOT NULL AND l2.Label != ''
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THEN l2.Id
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END)
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FROM label_replace_requests l2
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WHERE l2.BillOfLadingNumber = l.BillOfLadingNumber
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AND l2.MasterPackageNumber = l.MasterPackageNumber) >= 80
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AND ((HOUR(a.到货时间) < 16 AND oss.首次成功时间 <= CONCAT(DATE_ADD(DATE(a.到货时间), INTERVAL 1 DAY), ' 16:00:00'))
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OR (HOUR(a.到货时间) >= 16 AND oss.首次成功时间 <= CONCAT(DATE_ADD(DATE(a.到货时间), INTERVAL 1 DAY), ' 23:59:59')))
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THEN '✓ 在分子中'
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ELSE '✗ 不在分子中'
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END AS 是否在分子中
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FROM label_replace_requests l
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INNER JOIN arrival_handover_forms a ON (l.BillOfLadingNumber = a.HandoverNumber OR l.MasterPackageNumber = a.HandoverNumber)
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LEFT JOIN OverallScanStatus oss ON l.NeutralWaybillNumber = oss.NeutralWaybillNumber
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WHERE DATE(a.ReceiptTime) = '2026-05-14'
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AND l.Label IS NOT NULL AND l.Label != ''
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ORDER BY 到货时段, 作业时标签率百分比 DESC, 订单号;
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```
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**输出解析**：
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- 只展示有标签的订单
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- `作业时标签率百分比`：用于判断是否纳入24H换单率统计
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- `应该的考核时间`：根据到货时间和作业时标签率确定
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- `是否在分母中`：标签率≥80%的为"✓ 在分母中"
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- `是否在分子中`：同时满足标签率≥80%且在考核时间内完成的为"✓ 在分子中"
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---
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## 验证步骤
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### 步骤1：执行SQL 1
|
||
获取汇总统计数据，得到以下关键数值：
|
||
- `分母_总应该换单数`（分母）
|
||
- `分母_16点前交接单数` + `分母_16点后交接单数`
|
||
- `分子_16点前完成数` + `分子_16点后完成数` = `分子_总完成数`（分子）
|
||
|
||
### 步骤2：手工验证
|
||
```
|
||
24H换单率 = 分子_总完成数 / 分母_总应该换单数 × 100%
|
||
```
|
||
|
||
例如，假设结果为：
|
||
- 分母 = 100
|
||
- 分子 = 50
|
||
- 24H换单率 = 50 / 100 × 100% = 50%
|
||
|
||
### 步骤3：执行SQL 2
|
||
查看所有参与计算的订单明细，验证：
|
||
- 有多少订单在分母中（`是否在分母中` = '✓ 在分母中'）
|
||
- 有多少订单在分子中（`是否在分子中` = '✓ 在分子中'）
|
||
- 对比分子分母数据与汇总统计是否一致
|
||
|
||
### 步骤4：数据一致性检查
|
||
- SQL 1中的分母应该 ≈ SQL 2中"在分母中"的订单COUNT
|
||
- SQL 1中的分子应该 ≈ SQL 2中"在分子中"的订单COUNT
|
||
|
||
---
|
||
|
||
## 预期结果
|
||
|
||
✅ 分子 ≤ 分母（通常成立）
|
||
✅ 24H换单率是合理的百分比
|
||
✅ SQL 1和SQL 2的数据对应一致
|
||
✅ 没有出现4745%等极端异常数值
|
||
|
||
|
||
|