aggregate_test.go 14 KB

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  1. // Copyright 2021 EMQ Technologies Co., Ltd.
  2. //
  3. // Licensed under the Apache License, Version 2.0 (the "License");
  4. // you may not use this file except in compliance with the License.
  5. // You may obtain a copy of the License at
  6. //
  7. // http://www.apache.org/licenses/LICENSE-2.0
  8. //
  9. // Unless required by applicable law or agreed to in writing, software
  10. // distributed under the License is distributed on an "AS IS" BASIS,
  11. // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. // See the License for the specific language governing permissions and
  13. // limitations under the License.
  14. package operator
  15. import (
  16. "errors"
  17. "fmt"
  18. "github.com/lf-edge/ekuiper/internal/conf"
  19. "github.com/lf-edge/ekuiper/internal/topo/context"
  20. "github.com/lf-edge/ekuiper/internal/xsql"
  21. "github.com/lf-edge/ekuiper/pkg/cast"
  22. "reflect"
  23. "strings"
  24. "testing"
  25. )
  26. func TestAggregatePlan_Apply(t *testing.T) {
  27. var tests = []struct {
  28. sql string
  29. data interface{}
  30. result xsql.GroupedTuplesSet
  31. }{
  32. {
  33. sql: "SELECT abc FROM tbl group by abc",
  34. data: &xsql.Tuple{
  35. Emitter: "tbl",
  36. Message: xsql.Message{
  37. "abc": int64(6),
  38. "def": "hello",
  39. },
  40. },
  41. result: xsql.GroupedTuplesSet{
  42. {
  43. Content: []xsql.DataValuer{&xsql.Tuple{
  44. Emitter: "tbl",
  45. Message: xsql.Message{
  46. "abc": int64(6),
  47. "def": "hello",
  48. },
  49. },
  50. },
  51. },
  52. },
  53. },
  54. {
  55. sql: "SELECT abc FROM src1 GROUP BY TUMBLINGWINDOW(ss, 10), f1",
  56. data: xsql.WindowTuplesSet{
  57. Content: []xsql.WindowTuples{{
  58. Emitter: "src1",
  59. Tuples: []xsql.Tuple{
  60. {
  61. Emitter: "src1",
  62. Message: xsql.Message{"id1": 1, "f1": "v1"},
  63. }, {
  64. Emitter: "src1",
  65. Message: xsql.Message{"id1": 2, "f1": "v2"},
  66. }, {
  67. Emitter: "src1",
  68. Message: xsql.Message{"id1": 3, "f1": "v1"},
  69. },
  70. },
  71. },
  72. },
  73. WindowRange: &xsql.WindowRange{
  74. WindowStart: 1541152486013,
  75. WindowEnd: 1541152487013,
  76. },
  77. },
  78. result: xsql.GroupedTuplesSet{
  79. {
  80. Content: []xsql.DataValuer{
  81. &xsql.Tuple{
  82. Emitter: "src1",
  83. Message: xsql.Message{"id1": 1, "f1": "v1"},
  84. },
  85. &xsql.Tuple{
  86. Emitter: "src1",
  87. Message: xsql.Message{"id1": 3, "f1": "v1"},
  88. },
  89. },
  90. WindowRange: &xsql.WindowRange{
  91. WindowStart: 1541152486013,
  92. WindowEnd: 1541152487013,
  93. },
  94. },
  95. {
  96. Content: []xsql.DataValuer{
  97. &xsql.Tuple{
  98. Emitter: "src1",
  99. Message: xsql.Message{"id1": 2, "f1": "v2"},
  100. },
  101. },
  102. WindowRange: &xsql.WindowRange{
  103. WindowStart: 1541152486013,
  104. WindowEnd: 1541152487013,
  105. },
  106. },
  107. },
  108. },
  109. {
  110. sql: "SELECT abc FROM src1 GROUP BY id1, TUMBLINGWINDOW(ss, 10), f1",
  111. data: xsql.WindowTuplesSet{
  112. Content: []xsql.WindowTuples{{
  113. Emitter: "src1",
  114. Tuples: []xsql.Tuple{
  115. {
  116. Emitter: "src1",
  117. Message: xsql.Message{"id1": 1, "f1": "v1"},
  118. }, {
  119. Emitter: "src1",
  120. Message: xsql.Message{"id1": 2, "f1": "v2"},
  121. }, {
  122. Emitter: "src1",
  123. Message: xsql.Message{"id1": 3, "f1": "v1"},
  124. },
  125. },
  126. },
  127. },
  128. },
  129. result: xsql.GroupedTuplesSet{
  130. {
  131. Content: []xsql.DataValuer{
  132. &xsql.Tuple{
  133. Emitter: "src1",
  134. Message: xsql.Message{"id1": 1, "f1": "v1"},
  135. },
  136. },
  137. },
  138. {
  139. Content: []xsql.DataValuer{
  140. &xsql.Tuple{
  141. Emitter: "src1",
  142. Message: xsql.Message{"id1": 2, "f1": "v2"},
  143. },
  144. },
  145. },
  146. {
  147. Content: []xsql.DataValuer{
  148. &xsql.Tuple{
  149. Emitter: "src1",
  150. Message: xsql.Message{"id1": 3, "f1": "v1"},
  151. },
  152. },
  153. },
  154. },
  155. },
  156. {
  157. sql: "SELECT abc FROM src1 GROUP BY meta(topic), TUMBLINGWINDOW(ss, 10)",
  158. data: xsql.WindowTuplesSet{
  159. Content: []xsql.WindowTuples{{
  160. Emitter: "src1",
  161. Tuples: []xsql.Tuple{
  162. {
  163. Emitter: "src1",
  164. Message: xsql.Message{"id1": 1, "f1": "v1"},
  165. Metadata: xsql.Metadata{"topic": "topic1"},
  166. }, {
  167. Emitter: "src1",
  168. Message: xsql.Message{"id1": 2, "f1": "v2"},
  169. Metadata: xsql.Metadata{"topic": "topic2"},
  170. }, {
  171. Emitter: "src1",
  172. Message: xsql.Message{"id1": 3, "f1": "v1"},
  173. Metadata: xsql.Metadata{"topic": "topic1"},
  174. },
  175. },
  176. },
  177. },
  178. },
  179. result: xsql.GroupedTuplesSet{
  180. {
  181. Content: []xsql.DataValuer{
  182. &xsql.Tuple{
  183. Emitter: "src1",
  184. Message: xsql.Message{"id1": 1, "f1": "v1"},
  185. Metadata: xsql.Metadata{"topic": "topic1"},
  186. },
  187. &xsql.Tuple{
  188. Emitter: "src1",
  189. Message: xsql.Message{"id1": 3, "f1": "v1"},
  190. Metadata: xsql.Metadata{"topic": "topic1"},
  191. },
  192. },
  193. },
  194. {
  195. Content: []xsql.DataValuer{
  196. &xsql.Tuple{
  197. Emitter: "src1",
  198. Message: xsql.Message{"id1": 2, "f1": "v2"},
  199. Metadata: xsql.Metadata{"topic": "topic2"},
  200. },
  201. },
  202. },
  203. },
  204. },
  205. {
  206. sql: "SELECT id1 FROM src1 left join src2 on src1.id1 = src2.id2 GROUP BY src2.f2, TUMBLINGWINDOW(ss, 10)",
  207. data: &xsql.JoinTupleSets{
  208. Content: []xsql.JoinTuple{
  209. {
  210. Tuples: []xsql.Tuple{
  211. {Emitter: "src1", Message: xsql.Message{"id1": 1, "f1": "v1"}},
  212. {Emitter: "src2", Message: xsql.Message{"id2": 2, "f2": "w2"}},
  213. },
  214. },
  215. {
  216. Tuples: []xsql.Tuple{
  217. {Emitter: "src1", Message: xsql.Message{"id1": 2, "f1": "v2"}},
  218. {Emitter: "src2", Message: xsql.Message{"id2": 4, "f2": "w3"}},
  219. },
  220. },
  221. {
  222. Tuples: []xsql.Tuple{
  223. {Emitter: "src1", Message: xsql.Message{"id1": 3, "f1": "v1"}},
  224. },
  225. },
  226. },
  227. WindowRange: &xsql.WindowRange{
  228. WindowStart: 1541152486013,
  229. WindowEnd: 1541152487013,
  230. },
  231. },
  232. result: xsql.GroupedTuplesSet{
  233. {
  234. Content: []xsql.DataValuer{
  235. &xsql.JoinTuple{
  236. Tuples: []xsql.Tuple{
  237. {Emitter: "src1", Message: xsql.Message{"id1": 1, "f1": "v1"}},
  238. {Emitter: "src2", Message: xsql.Message{"id2": 2, "f2": "w2"}},
  239. },
  240. },
  241. },
  242. WindowRange: &xsql.WindowRange{
  243. WindowStart: 1541152486013,
  244. WindowEnd: 1541152487013,
  245. },
  246. },
  247. {
  248. Content: []xsql.DataValuer{
  249. &xsql.JoinTuple{
  250. Tuples: []xsql.Tuple{
  251. {Emitter: "src1", Message: xsql.Message{"id1": 2, "f1": "v2"}},
  252. {Emitter: "src2", Message: xsql.Message{"id2": 4, "f2": "w3"}},
  253. },
  254. },
  255. },
  256. WindowRange: &xsql.WindowRange{
  257. WindowStart: 1541152486013,
  258. WindowEnd: 1541152487013,
  259. },
  260. },
  261. {
  262. Content: []xsql.DataValuer{
  263. &xsql.JoinTuple{
  264. Tuples: []xsql.Tuple{
  265. {Emitter: "src1", Message: xsql.Message{"id1": 3, "f1": "v1"}},
  266. },
  267. },
  268. },
  269. WindowRange: &xsql.WindowRange{
  270. WindowStart: 1541152486013,
  271. WindowEnd: 1541152487013,
  272. },
  273. },
  274. },
  275. },
  276. {
  277. sql: "SELECT id1 FROM src1 left join src2 on src1.id1 = src2.id2 GROUP BY TUMBLINGWINDOW(ss, 10), src1.f1",
  278. data: &xsql.JoinTupleSets{
  279. Content: []xsql.JoinTuple{
  280. {
  281. Tuples: []xsql.Tuple{
  282. {Emitter: "src1", Message: xsql.Message{"id1": 1, "f1": "v1"}},
  283. {Emitter: "src2", Message: xsql.Message{"id2": 2, "f2": "w2"}},
  284. },
  285. },
  286. {
  287. Tuples: []xsql.Tuple{
  288. {Emitter: "src1", Message: xsql.Message{"id1": 2, "f1": "v2"}},
  289. {Emitter: "src2", Message: xsql.Message{"id2": 4, "f2": "w3"}},
  290. },
  291. },
  292. {
  293. Tuples: []xsql.Tuple{
  294. {Emitter: "src1", Message: xsql.Message{"id1": 3, "f1": "v1"}},
  295. },
  296. },
  297. },
  298. },
  299. result: xsql.GroupedTuplesSet{
  300. {
  301. Content: []xsql.DataValuer{
  302. &xsql.JoinTuple{
  303. Tuples: []xsql.Tuple{
  304. {Emitter: "src1", Message: xsql.Message{"id1": 1, "f1": "v1"}},
  305. {Emitter: "src2", Message: xsql.Message{"id2": 2, "f2": "w2"}},
  306. },
  307. },
  308. &xsql.JoinTuple{
  309. Tuples: []xsql.Tuple{
  310. {Emitter: "src1", Message: xsql.Message{"id1": 3, "f1": "v1"}},
  311. },
  312. },
  313. },
  314. },
  315. {
  316. Content: []xsql.DataValuer{
  317. &xsql.JoinTuple{
  318. Tuples: []xsql.Tuple{
  319. {Emitter: "src1", Message: xsql.Message{"id1": 2, "f1": "v2"}},
  320. {Emitter: "src2", Message: xsql.Message{"id2": 4, "f2": "w3"}},
  321. },
  322. },
  323. },
  324. },
  325. },
  326. },
  327. {
  328. sql: "SELECT id1 FROM src1 left join src2 on src1.id1 = src2.id2 GROUP BY TUMBLINGWINDOW(ss, 10), src1.ts",
  329. data: &xsql.JoinTupleSets{
  330. Content: []xsql.JoinTuple{
  331. {
  332. Tuples: []xsql.Tuple{
  333. {Emitter: "src1", Message: xsql.Message{"id1": 1, "f1": "v1", "ts": cast.TimeFromUnixMilli(1568854515000)}},
  334. {Emitter: "src2", Message: xsql.Message{"id2": 2, "f2": "w2"}},
  335. },
  336. },
  337. {
  338. Tuples: []xsql.Tuple{
  339. {Emitter: "src1", Message: xsql.Message{"id1": 2, "f1": "v2", "ts": cast.TimeFromUnixMilli(1568854573431)}},
  340. {Emitter: "src2", Message: xsql.Message{"id2": 4, "f2": "w3"}},
  341. },
  342. },
  343. {
  344. Tuples: []xsql.Tuple{
  345. {Emitter: "src1", Message: xsql.Message{"id1": 3, "f1": "v1", "ts": cast.TimeFromUnixMilli(1568854515000)}},
  346. },
  347. },
  348. },
  349. },
  350. result: xsql.GroupedTuplesSet{
  351. {
  352. Content: []xsql.DataValuer{
  353. &xsql.JoinTuple{
  354. Tuples: []xsql.Tuple{
  355. {Emitter: "src1", Message: xsql.Message{"id1": 1, "f1": "v1", "ts": cast.TimeFromUnixMilli(1568854515000)}},
  356. {Emitter: "src2", Message: xsql.Message{"id2": 2, "f2": "w2"}},
  357. },
  358. },
  359. &xsql.JoinTuple{
  360. Tuples: []xsql.Tuple{
  361. {Emitter: "src1", Message: xsql.Message{"id1": 3, "f1": "v1", "ts": cast.TimeFromUnixMilli(1568854515000)}},
  362. },
  363. },
  364. },
  365. },
  366. {
  367. Content: []xsql.DataValuer{
  368. &xsql.JoinTuple{
  369. Tuples: []xsql.Tuple{
  370. {Emitter: "src1", Message: xsql.Message{"id1": 2, "f1": "v2", "ts": cast.TimeFromUnixMilli(1568854573431)}},
  371. {Emitter: "src2", Message: xsql.Message{"id2": 4, "f2": "w3"}},
  372. },
  373. },
  374. },
  375. },
  376. },
  377. },
  378. {
  379. sql: "SELECT abc FROM src1 GROUP BY TUMBLINGWINDOW(ss, 10), CASE WHEN id1 > 1 THEN \"others\" ELSE \"one\" END",
  380. data: xsql.WindowTuplesSet{
  381. Content: []xsql.WindowTuples{{
  382. Emitter: "src1",
  383. Tuples: []xsql.Tuple{
  384. {
  385. Emitter: "src1",
  386. Message: xsql.Message{"id1": 1, "f1": "v1"},
  387. }, {
  388. Emitter: "src1",
  389. Message: xsql.Message{"id1": 2, "f1": "v2"},
  390. }, {
  391. Emitter: "src1",
  392. Message: xsql.Message{"id1": 3, "f1": "v1"},
  393. },
  394. },
  395. },
  396. },
  397. },
  398. result: xsql.GroupedTuplesSet{
  399. {
  400. Content: []xsql.DataValuer{
  401. &xsql.Tuple{
  402. Emitter: "src1",
  403. Message: xsql.Message{"id1": 1, "f1": "v1"},
  404. },
  405. },
  406. },
  407. {
  408. Content: []xsql.DataValuer{
  409. &xsql.Tuple{
  410. Emitter: "src1",
  411. Message: xsql.Message{"id1": 2, "f1": "v2"},
  412. },
  413. &xsql.Tuple{
  414. Emitter: "src1",
  415. Message: xsql.Message{"id1": 3, "f1": "v1"},
  416. },
  417. },
  418. },
  419. },
  420. },
  421. {
  422. sql: "SELECT * FROM A FULL JOIN B on A.module=B.module FULL JOIN C on A.module=C.module GROUP BY A.module, TUMBLINGWINDOW(ss, 10)",
  423. data: &xsql.JoinTupleSets{
  424. Content: []xsql.JoinTuple{
  425. {
  426. Tuples: []xsql.Tuple{
  427. {Emitter: "B", Message: xsql.Message{"module": 1, "topic": "moduleB topic", "value": 1}},
  428. },
  429. },
  430. {
  431. Tuples: []xsql.Tuple{
  432. {Emitter: "C", Message: xsql.Message{"module": 1, "topic": "moduleC topic", "value": 100}},
  433. },
  434. },
  435. },
  436. },
  437. result: xsql.GroupedTuplesSet{
  438. {
  439. Content: []xsql.DataValuer{
  440. &xsql.JoinTuple{
  441. Tuples: []xsql.Tuple{
  442. {Emitter: "B", Message: xsql.Message{"module": 1, "topic": "moduleB topic", "value": 1}},
  443. },
  444. },
  445. &xsql.JoinTuple{
  446. Tuples: []xsql.Tuple{
  447. {Emitter: "C", Message: xsql.Message{"module": 1, "topic": "moduleC topic", "value": 100}},
  448. },
  449. },
  450. },
  451. },
  452. },
  453. },
  454. }
  455. fmt.Printf("The test bucket size is %d.\n\n", len(tests))
  456. contextLogger := conf.Log.WithField("rule", "TestFilterPlan_Apply")
  457. ctx := context.WithValue(context.Background(), context.LoggerKey, contextLogger)
  458. for i, tt := range tests {
  459. stmt, err := xsql.NewParser(strings.NewReader(tt.sql)).Parse()
  460. if err != nil {
  461. t.Errorf("statement parse error %s", err)
  462. break
  463. }
  464. fv, afv := xsql.NewFunctionValuersForOp(nil)
  465. pp := &AggregateOp{Dimensions: stmt.Dimensions.GetGroups()}
  466. result := pp.Apply(ctx, tt.data, fv, afv)
  467. gr, ok := result.(xsql.GroupedTuplesSet)
  468. if !ok {
  469. t.Errorf("result is not GroupedTuplesSet")
  470. }
  471. if len(tt.result) != len(gr) {
  472. t.Errorf("%d. %q\n\nresult mismatch:\n\nexp=%#v\n\ngot=%#v\n\n", i, tt.sql, tt.result, gr)
  473. }
  474. for _, r := range tt.result {
  475. matched := false
  476. for _, gre := range gr {
  477. if reflect.DeepEqual(r, gre) {
  478. matched = true
  479. }
  480. }
  481. if !matched {
  482. t.Errorf("%d. %q\n\nresult mismatch:\n\nexp=%#v\n\ngot=%#v\n\n", i, tt.sql, tt.result, gr)
  483. }
  484. }
  485. }
  486. }
  487. func TestAggregatePlanError(t *testing.T) {
  488. tests := []struct {
  489. sql string
  490. data interface{}
  491. result error
  492. }{
  493. {
  494. sql: "SELECT abc FROM tbl group by abc",
  495. data: errors.New("an error from upstream"),
  496. result: errors.New("an error from upstream"),
  497. },
  498. {
  499. sql: "SELECT abc FROM src1 GROUP BY TUMBLINGWINDOW(ss, 10), f1 * 2",
  500. data: xsql.WindowTuplesSet{
  501. Content: []xsql.WindowTuples{
  502. {
  503. Emitter: "src1",
  504. Tuples: []xsql.Tuple{
  505. {
  506. Emitter: "src1",
  507. Message: xsql.Message{"id1": 1, "f1": "v1"},
  508. }, {
  509. Emitter: "src1",
  510. Message: xsql.Message{"id1": 2, "f1": "v2"},
  511. }, {
  512. Emitter: "src1",
  513. Message: xsql.Message{"id1": 3, "f1": "v1"},
  514. },
  515. },
  516. },
  517. },
  518. },
  519. result: errors.New("run Group By error: invalid operation string(v1) * int64(2)"),
  520. },
  521. }
  522. fmt.Printf("The test bucket size is %d.\n\n", len(tests))
  523. contextLogger := conf.Log.WithField("rule", "TestFilterPlanError")
  524. ctx := context.WithValue(context.Background(), context.LoggerKey, contextLogger)
  525. for i, tt := range tests {
  526. stmt, err := xsql.NewParser(strings.NewReader(tt.sql)).Parse()
  527. if err != nil {
  528. t.Errorf("statement parse error %s", err)
  529. break
  530. }
  531. fv, afv := xsql.NewFunctionValuersForOp(nil)
  532. pp := &AggregateOp{Dimensions: stmt.Dimensions.GetGroups()}
  533. result := pp.Apply(ctx, tt.data, fv, afv)
  534. if !reflect.DeepEqual(tt.result, result) {
  535. t.Errorf("%d. %q\n\nresult mismatch:\n\nexp=%#v\n\ngot=%#v\n\n", i, tt.sql, tt.result, result)
  536. }
  537. }
  538. }