ai-saas / saas-search

Commit f27a8d90508eae062e79cf4d73abbf7a7bf6fb98

Authored by tangwang
1 parent 8e081187

ES文档维护

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... ... @@ -4,6 +4,7 @@
4 4 ES_HOST=http://localhost:9200
5 5 ES_USERNAME=saas
6 6 ES_PASSWORD=4hOaLaf41y2VuI8y
  7 +ES_AUTH="${ES_USERNAME}:${ES_PASSWORD}"
7 8  
8 9 # Redis Configuration (Optional) - AI 生产 10.200.16.14:6479
9 10 REDIS_HOST=10.200.16.14
... ...
.env.example
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... ... @@ -8,6 +8,7 @@
8 8 ES_HOST=http://localhost:9200
9 9 ES_USERNAME=saas
10 10 ES_PASSWORD=
  11 +ES_AUTH="${ES_USERNAME}:${ES_PASSWORD}"
11 12  
12 13 # Redis (生产默认 10.200.16.14:6479，密码见 docs/QUICKSTART.md §1.6)
13 14 REDIS_HOST=10.200.16.14
... ...
docs/常用查询 - ES.md
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1   -
2   -
3 1 ## Elasticsearch 排查流程
4 2  
  3 +使用前加载环境变量：
  4 +```bash
  5 +set -a; source .env; set +a
  6 +# 或直接 export
  7 +export ES_AUTH="saas:4hOaLaf41y2VuI8y"
  8 +export ES="http://127.0.0.1:9200"
  9 +```
  10 +
5 11 ### 1. 集群健康状态
6 12  
7 13 ```bash
8 14 # 集群整体健康（green / yellow / red）
9   -curl -s -u 'saas:4hOaLaf41y2VuI8y' 'http://127.0.0.1:9200/_cluster/health?pretty'
  15 +curl -s -u "$ES_AUTH" 'http://127.0.0.1:9200/_cluster/health?pretty'
10 16 ```
11 17  
12 18 ### 2. 索引概览
13 19  
14 20 ```bash
15 21 # 查看所有租户索引状态与体积
16   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/_cat/indices/search_products_tenant_*?v'
  22 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/_cat/indices/search_products_tenant_*?v'
17 23  
18 24 # 或查看全部索引
19   -curl -s -u 'saas:4hOaLaf41y2VuI8y' 'http://127.0.0.1:9200/_cat/indices?v'
  25 +curl -s -u "$ES_AUTH" 'http://127.0.0.1:9200/_cat/indices?v'
20 26 ```
21 27  
22 28 ### 3. 分片分布
23 29  
24 30 ```bash
25 31 # 查看分片在各节点的分布情况
26   -curl -s -u 'saas:4hOaLaf41y2VuI8y' 'http://127.0.0.1:9200/_cat/shards?v'
  32 +curl -s -u "$ES_AUTH" 'http://127.0.0.1:9200/_cat/shards?v'
27 33 ```
28 34  
29 35 ### 4. 分配诊断（如有异常）
30 36  
31 37 ```bash
32 38 # 当 health 非 green 或 shards 状态异常时，定位具体原因
33   -curl -s -u 'saas:4hOaLaf41y2VuI8y' -X POST 'http://127.0.0.1:9200/_cluster/allocation/explain?pretty' \
  39 +curl -s -u "$ES_AUTH" -X POST 'http://127.0.0.1:9200/_cluster/allocation/explain?pretty' \
34 40 -H 'Content-Type: application/json' \
35 41 -d '{"index":"search_products_tenant_163","shard":0,"primary":true}'
36 42 ```
... ... @@ -69,7 +75,7 @@ journalctl -u elasticsearch -f
69 75 ```bash
70 76 # 按需替换：索引名、账号密码、ES 地址
71 77 INDEX="search_products_tenant_163"
72   -AUTH='saas:4hOaLaf41y2VuI8y'
  78 +AUTH="$ES_AUTH"
73 79 ES="http://localhost:9200"
74 80  
75 81 # 1) 关闭索引（写入类请求会失败，注意维护窗口）
... ... @@ -141,7 +147,7 @@ systemctl / df / 日志 → 系统层验证
141 147  
142 148 #### 查询指定 spu_id 的商品（返回 title）
143 149 ```bash
144   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
  150 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
145 151 "size": 11,
146 152 "_source": ["title"],
147 153 "query": {
... ... @@ -156,7 +162,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
156 162  
157 163 #### 查询所有商品（返回 title）
158 164 ```bash
159   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
  165 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
160 166 "size": 100,
161 167 "_source": ["title"],
162 168 "query": {
... ... @@ -167,7 +173,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
167 173  
168 174 #### 查询指定 spu_id 的商品（返回 title、keywords、tags）
169 175 ```bash
170   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
  176 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
171 177 "size": 5,
172 178 "_source": ["title", "keywords", "tags"],
173 179 "query": {
... ... @@ -182,7 +188,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
182 188  
183 189 #### 组合查询：匹配标题 + 过滤标签
184 190 ```bash
185   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
  191 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
186 192 "size": 1,
187 193 "_source": ["title", "keywords", "tags"],
188 194 "query": {
... ... @@ -206,7 +212,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
206 212  
207 213 #### 组合查询：匹配标题 + 过滤租户（冗余示例）
208 214 ```bash
209   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
  215 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
210 216 "size": 1,
211 217 "_source": ["title"],
212 218 "query": {
... ... @@ -234,7 +240,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
234 240  
235 241 #### 测试 index_ik 分析器
236 242 ```bash
237   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_analyze' -H 'Content-Type: application/json' -d '{
  243 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_analyze' -H 'Content-Type: application/json' -d '{
238 244 "analyzer": "index_ik",
239 245 "text": "14寸第4代-眼珠实身冰雪公仔带手动大推车,搪胶雪宝宝"
240 246 }'
... ... @@ -242,7 +248,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
242 248  
243 249 #### 测试 query_ik 分析器
244 250 ```bash
245   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_analyze' -H 'Content-Type: application/json' -d '{
  251 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_analyze' -H 'Content-Type: application/json' -d '{
246 252 "analyzer": "query_ik",
247 253 "text": "14寸第4代-眼珠实身冰雪公仔带手动大推车,搪胶雪宝宝"
248 254 }'
... ... @@ -254,7 +260,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
254 260  
255 261 #### 多字段匹配 + 聚合（category1、color、size、material）
256 262 ```bash
257   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
  263 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_search?pretty' -H 'Content-Type: application/json' -d '{
258 264 "size": 1,
259 265 "from": 0,
260 266 "query": {
... ... @@ -364,7 +370,7 @@ GET /search_products_tenant_2/_search
364 370  
365 371 #### 按 spu_id 查询（通用索引）
366 372 ```bash
367   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products/_search?pretty' -H 'Content-Type: application/json' -d '{
  373 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products/_search?pretty' -H 'Content-Type: application/json' -d '{
368 374 "size": 5,
369 375 "query": {
370 376 "bool": {
... ... @@ -381,7 +387,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products/_s
381 387 ### 5. 统计租户总文档数
382 388  
383 389 ```bash
384   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_170/_count?pretty' -H 'Content-Type: application/json' -d '{
  390 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_170/_count?pretty' -H 'Content-Type: application/json' -d '{
385 391 "query": {
386 392 "match_all": {}
387 393 }
... ... @@ -396,7 +402,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
396 402  
397 403 #### 1.1 查询特定租户的商品，显示分面相关字段
398 404 ```bash
399   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  405 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
400 406 "query": {
401 407 "term": { "tenant_id": "162" }
402 408 },
... ... @@ -411,7 +417,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
411 417  
412 418 #### 1.2 验证 category1_name 字段是否有数据
413 419 ```bash
414   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  420 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
415 421 "query": {
416 422 "bool": {
417 423 "filter": [
... ... @@ -426,7 +432,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
426 432  
427 433 #### 1.3 验证 specifications 字段是否有数据
428 434 ```bash
429   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  435 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
430 436 "query": {
431 437 "bool": {
432 438 "filter": [
... ... @@ -445,7 +451,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
445 451  
446 452 #### 2.1 category1_name 分面聚合
447 453 ```bash
448   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  454 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
449 455 "query": { "match_all": {} },
450 456 "size": 0,
451 457 "aggs": {
... ... @@ -458,7 +464,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
458 464  
459 465 #### 2.2 specifications.color 分面聚合
460 466 ```bash
461   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  467 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
462 468 "query": { "match_all": {} },
463 469 "size": 0,
464 470 "aggs": {
... ... @@ -479,7 +485,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
479 485  
480 486 #### 2.3 specifications.size 分面聚合
481 487 ```bash
482   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  488 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
483 489 "query": { "match_all": {} },
484 490 "size": 0,
485 491 "aggs": {
... ... @@ -500,7 +506,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
500 506  
501 507 #### 2.4 specifications.material 分面聚合
502 508 ```bash
503   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  509 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
504 510 "query": { "match_all": {} },
505 511 "size": 0,
506 512 "aggs": {
... ... @@ -521,7 +527,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
521 527  
522 528 #### 2.5 综合分面聚合（category + color + size + material）
523 529 ```bash
524   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  530 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
525 531 "query": { "match_all": {} },
526 532 "size": 0,
527 533 "aggs": {
... ... @@ -563,7 +569,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
563 569  
564 570 #### 3.1 查看 specifications 的 name 字段有哪些值
565 571 ```bash
566   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products/_search?pretty' -H 'Content-Type: application/json' -d '{
  572 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products/_search?pretty' -H 'Content-Type: application/json' -d '{
567 573 "query": { "term": { "tenant_id": "162" } },
568 574 "size": 0,
569 575 "aggs": {
... ... @@ -579,7 +585,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products/_s
579 585  
580 586 #### 3.2 查看某个商品的完整 specifications 数据
581 587 ```bash
582   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products/_search?pretty' -H 'Content-Type: application/json' -d '{
  588 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products/_search?pretty' -H 'Content-Type: application/json' -d '{
583 589 "query": {
584 590 "bool": {
585 591 "filter": [
... ... @@ -600,7 +606,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products/_s
600 606 **keyword 精确匹配**（示例词：中文 `法式风格`，英文 `long skirt`）
601 607  
602 608 ```bash
603   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  609 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
604 610 "size": 1,
605 611 "_source": ["spu_id", "title", "enriched_attributes"],
606 612 "query": {
... ... @@ -623,7 +629,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
623 629 **text 全文匹配**（经 `index_ik` / `english` 分词；可与上式对照）
624 630  
625 631 ```bash
626   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  632 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
627 633 "size": 1,
628 634 "_source": ["spu_id", "title", "enriched_attributes"],
629 635 "query": {
... ... @@ -650,7 +656,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
650 656 **keyword 精确匹配**
651 657  
652 658 ```bash
653   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  659 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
654 660 "size": 1,
655 661 "_source": ["spu_id", "title", "option1_values"],
656 662 "query": {
... ... @@ -668,7 +674,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
668 674 **text 全文匹配**
669 675  
670 676 ```bash
671   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  677 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
672 678 "size": 1,
673 679 "_source": ["spu_id", "title", "option1_values"],
674 680 "query": {
... ... @@ -688,7 +694,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
688 694 **keyword 精确匹配**
689 695  
690 696 ```bash
691   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  697 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
692 698 "size": 1,
693 699 "_source": ["spu_id", "title", "enriched_tags"],
694 700 "query": {
... ... @@ -706,7 +712,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
706 712 **text 全文匹配**
707 713  
708 714 ```bash
709   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  715 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
710 716 "size": 1,
711 717 "_source": ["spu_id", "title", "enriched_tags"],
712 718 "query": {
... ... @@ -726,7 +732,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
726 732 > `specifications` 为 **nested**，`value_keyword` 为整词匹配；`value_text.*` 可同时 `term` 子字段或 `match` 主 text。
727 733  
728 734 ```bash
729   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  735 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
730 736 "size": 1,
731 737 "_source": ["spu_id", "title", "specifications"],
732 738 "query": {
... ... @@ -758,7 +764,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
758 764  
759 765 #### 4.1 统计有 category1_name 的文档数量
760 766 ```bash
761   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_count?pretty' -H 'Content-Type: application/json' -d '{
  767 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_count?pretty' -H 'Content-Type: application/json' -d '{
762 768 "query": {
763 769 "bool": {
764 770 "filter": [
... ... @@ -771,7 +777,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
771 777  
772 778 #### 4.2 统计有 specifications 的文档数量
773 779 ```bash
774   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_count?pretty' -H 'Content-Type: application/json' -d '{
  780 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_count?pretty' -H 'Content-Type: application/json' -d '{
775 781 "query": {
776 782 "bool": {
777 783 "filter": [
... ... @@ -788,7 +794,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
788 794  
789 795 #### 5.1 查找没有 category1_name 但有 category 的文档（MySQL 有数据但 ES 没有）
790 796 ```bash
791   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  797 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
792 798 "query": {
793 799 "bool": {
794 800 "filter": [
... ... @@ -806,7 +812,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_te
806 812  
807 813 #### 5.2 查找有 option 但没有 specifications 的文档（数据转换问题）
808 814 ```bash
809   -curl -u 'saas:4hOaLaf41y2VuI8y' -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
  815 +curl -u "$ES_AUTH" -X GET 'http://localhost:9200/search_products_tenant_163/_search?pretty' -H 'Content-Type: application/json' -d '{
810 816 "query": {
811 817 "bool": {
812 818 "filter": [
... ... @@ -862,7 +868,7 @@ GET search_products_tenant_163/_mapping
862 868 GET search_products_tenant_163/_field_caps?fields=*
863 869  
864 870 ```bash
865   -curl -u 'saas:4hOaLaf41y2VuI8y' -X POST \
  871 +curl -u "$ES_AUTH" -X POST \
866 872 'http://localhost:9200/search_products_tenant_163/_count' \
867 873 -H 'Content-Type: application/json' \
868 874 -d '{
... ... @@ -875,7 +881,7 @@ curl -u 'saas:4hOaLaf41y2VuI8y' -X POST \
875 881 }
876 882 }'
877 883  
878   -curl -u 'saas:4hOaLaf41y2VuI8y' -X POST \
  884 +curl -u "$ES_AUTH" -X POST \
879 885 'http://localhost:9200/search_products_tenant_163/_count' \
880 886 -H 'Content-Type: application/json' \
881 887 -d '{
... ...