feat: 波士顿产品矩阵 — 四象限分析(明星/现金牛/问题/瘦狗)

- 数据层: product_sales表+导入脚本(93条, 酣客1-8月商品销售排行榜) - 后端: GET /api/cma/products/matrix?entity_id&months 横轴=销售趋势(线性回归), 纵轴=加权毛利率, 气泡=销售额 - 前端: ProductMatrix.vue ECharts散点图+象限卡片+明细表, 支持酣客/博海切换 - 验证: API四象限分类正确, 数据联动, 前端路由200, 全部通过
2026-08-25 00:25:11 +08:00
parent 13aa153875
commit 9de6e522a4
7 changed files with 476 additions and 1 deletions
@@ -0,0 +1,102 @@
+#!/usr/bin/env python3
+"""导入酣客1-8月商品销售排行榜到product_sales表"""
+import openpyxl
+import glob
+import os
+import re
+import pymysql
+
+# DB连接
+DB_CONFIG = {
+    'host': '127.0.0.1',
+    'user': 'cma_user',
+    'password': 'cma_pass_2026',
+    'database': 'cma',
+    'charset': 'utf8mb4',
+}
+
+# 8份排行榜文件（URL编码的路径）
+files = {
+    '2026-01': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_7c0e51888b10_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B41%E6%9C%88%EF%BC%89.xlsx',
+    '2026-02': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_309cee3d3d78_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B42%E6%9C%88%EF%BC%89.xlsx',
+    '2026-03': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_fdc1228e7173_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B43%E6%9C%88%EF%BC%89.xlsx',
+    '2026-04': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_da10cb16765c_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B44%E6%9C%88%EF%BC%89.xlsx',
+    '2026-05': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_bda951a0f6e3_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B45%E6%9C%88%EF%BC%89.xlsx',
+    '2026-06': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_6fcb80d2a02d_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B46%E6%9C%88%EF%BC%89.xlsx',
+    '2026-07': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_a449da246d17_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B47%E6%9C%88%EF%BC%89.xlsx',
+    '2026-08': '/root/.hermes/profiles/wecom-finance/cache/documents/doc_ac2b807b1517_%E5%95%86%E5%93%81%E9%94%80%E5%94%AE%E6%8E%92%E8%A1%8C%E6%A6%9C%EF%BC%88%E9%99%95%E8%A5%BF%E9%85%A3%E5%AE%A22026%E5%B9%B48%E6%9C%88%EF%BC%89.xlsx',
+}
+
+def import_file(conn, cursor, period, path):
+    """导入单个月份Excel"""
+    if not os.path.exists(path):
+        print(f"  ⚠️ 文件不存在: {period}")
+        return 0
+    wb = openpyxl.load_workbook(path, read_only=True, data_only=True)
+    ws = wb[wb.sheetnames[0]]
+    count = 0
+    for r in range(2, ws.max_row + 1):
+        code = ws.cell(r, 2).value  # 商品编码
+        name = ws.cell(r, 3).value  # 商品名称
+        sales = ws.cell(r, 4).value  # 销售金额
+        cost = ws.cell(r, 6).value  # 成本金额
+        gross = ws.cell(r, 7).value  # 毛利
+        margin = ws.cell(r, 10).value  # 毛利率(%)
+        qty = ws.cell(r, 13).value  # 销售数量
+        unit = ws.cell(r, 14).value  # 单位
+
+        # 跳过合计行（编码为空）和空行
+        if code is None or str(code).strip() == '':
+            continue
+        if name is None or str(name).strip() == '':
+            continue
+        # 跳过汇总行（如"上期库存"）
+        if '上期' in str(name) or '合计' in str(name) or '总计' in str(name):
+            continue
+
+        code = str(code).strip()
+        name = str(name).strip()
+        sales = float(sales or 0)
+        cost = float(cost or 0)
+        gross = float(gross or 0)
+        margin = float(margin or 0)
+        qty = int(qty or 0)
+        unit = str(unit or '').strip()
+
+        cursor.execute("""
+            INSERT INTO product_sales (entity_id, product_code, product_name, period_month,
+                sales_amount, cost_amount, gross_profit, gross_margin_rate, sales_qty, unit)
+            VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s)
+            ON DUPLICATE KEY UPDATE
+                product_name=VALUES(product_name),
+                sales_amount=VALUES(sales_amount),
+                cost_amount=VALUES(cost_amount),
+                gross_profit=VALUES(gross_profit),
+                gross_margin_rate=VALUES(gross_margin_rate),
+                sales_qty=VALUES(sales_qty),
+                unit=VALUES(unit)
+        """, (1, code, name, period, sales, cost, gross, margin, qty, unit))
+        count += 1
+    wb.close()
+    return count
+
+def main():
+    conn = pymysql.connect(**DB_CONFIG)
+    cursor = conn.cursor()
+    total = 0
+    for period, path in files.items():
+        n = import_file(conn, cursor, period, path)
+        print(f"  {period}: {n}条")
+        total += n
+    conn.commit()
+    print(f"\n✅ 共导入 {total} 条")
+    
+    # 验证
+    cursor.execute("SELECT period_month, COUNT(*), ROUND(SUM(sales_amount)) FROM product_sales GROUP BY period_month ORDER BY period_month")
+    for row in cursor.fetchall():
+        print(f"  {row[0]}: {row[1]}商品, 销售合计{row[2]:,.0f}")
+    cursor.close()
+    conn.close()
+
+if __name__ == '__main__':
+    main()