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