funcs_array.go 18 KB

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  1. // Copyright 2023 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 function
  15. import (
  16. "fmt"
  17. "math/rand"
  18. "reflect"
  19. "sort"
  20. "strings"
  21. "github.com/lf-edge/ekuiper/pkg/api"
  22. "github.com/lf-edge/ekuiper/pkg/ast"
  23. "github.com/lf-edge/ekuiper/pkg/cast"
  24. )
  25. var (
  26. errorArrayFirstArgumentNotArrayError = fmt.Errorf("first argument should be array of interface{}")
  27. errorArrayIndex = fmt.Errorf("index out of range")
  28. errorArraySecondArgumentNotArrayError = fmt.Errorf("second argument should be array of interface{}")
  29. errorArrayFirstArgumentNotIntError = fmt.Errorf("first argument should be int")
  30. errorArrayFirstArgumentNotStringError = fmt.Errorf("first argument should be string")
  31. errorArraySecondArgumentNotIntError = fmt.Errorf("second argument should be int")
  32. errorArraySecondArgumentNotStringError = fmt.Errorf("second argument should be string")
  33. errorArrayThirdArgumentNotIntError = fmt.Errorf("third argument should be int")
  34. errorArrayThirdArgumentNotStringError = fmt.Errorf("third argument should be string")
  35. errorArrayNotArrayElementError = fmt.Errorf("array elements should be array")
  36. errorArrayNotStringElementError = fmt.Errorf("array elements should be string")
  37. )
  38. func registerArrayFunc() {
  39. builtins["array_create"] = builtinFunc{
  40. fType: ast.FuncTypeScalar,
  41. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  42. var index int
  43. for _, arg := range args {
  44. if arg != nil {
  45. args[index] = arg
  46. index++
  47. }
  48. }
  49. if index == 0 {
  50. return nil, true
  51. }
  52. return args[:index], true
  53. },
  54. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  55. return nil
  56. },
  57. }
  58. builtins["array_position"] = builtinFunc{
  59. fType: ast.FuncTypeScalar,
  60. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  61. if args[0] == nil {
  62. return -1, true
  63. }
  64. array, ok := args[0].([]interface{})
  65. if !ok {
  66. return errorArrayFirstArgumentNotArrayError, false
  67. }
  68. for i, item := range array {
  69. if item == args[1] {
  70. return i, true
  71. }
  72. }
  73. return -1, true
  74. },
  75. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  76. return ValidateLen(2, len(args))
  77. },
  78. }
  79. builtins["element_at"] = builtinFunc{
  80. fType: ast.FuncTypeScalar,
  81. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  82. switch args[0].(type) {
  83. case []interface{}:
  84. array := args[0].([]interface{})
  85. index, err := cast.ToInt(args[1], cast.STRICT)
  86. if err != nil {
  87. return err, false
  88. }
  89. if index >= len(array) || -index > len(array) {
  90. return errorArrayIndex, false
  91. }
  92. if index >= 0 {
  93. return array[index], true
  94. }
  95. return array[len(array)+index], true
  96. case map[string]interface{}:
  97. m := args[0].(map[string]interface{})
  98. key, ok := args[1].(string)
  99. if !ok {
  100. return fmt.Errorf("second argument should be string"), false
  101. }
  102. return m[key], true
  103. default:
  104. return fmt.Errorf("first argument should be []interface{} or map[string]interface{}"), false
  105. }
  106. },
  107. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  108. return ValidateLen(2, len(args))
  109. },
  110. check: returnNilIfHasAnyNil,
  111. }
  112. builtins["array_contains"] = builtinFunc{
  113. fType: ast.FuncTypeScalar,
  114. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  115. array, ok := args[0].([]interface{})
  116. if !ok {
  117. return errorArrayFirstArgumentNotArrayError, false
  118. }
  119. for _, item := range array {
  120. if item == args[1] {
  121. return true, true
  122. }
  123. }
  124. return false, true
  125. },
  126. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  127. return ValidateLen(2, len(args))
  128. },
  129. check: returnFalseIfHasAnyNil,
  130. }
  131. builtins["array_remove"] = builtinFunc{
  132. fType: ast.FuncTypeScalar,
  133. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  134. array, ok := args[0].([]interface{})
  135. if !ok {
  136. return errorArrayFirstArgumentNotArrayError, false
  137. }
  138. index := 0
  139. for _, item := range array {
  140. if item != args[1] {
  141. array[index] = item
  142. index++
  143. }
  144. }
  145. return array[:index], true
  146. },
  147. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  148. return ValidateLen(2, len(args))
  149. },
  150. check: returnNilIfHasAnyNil,
  151. }
  152. builtins["array_position"] = builtinFunc{
  153. fType: ast.FuncTypeScalar,
  154. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  155. if args[0] == nil {
  156. return -1, true
  157. }
  158. array, ok := args[0].([]interface{})
  159. if !ok {
  160. return errorArrayFirstArgumentNotArrayError, false
  161. }
  162. for i, item := range array {
  163. if item == args[1] {
  164. return i, true
  165. }
  166. }
  167. return -1, true
  168. },
  169. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  170. return ValidateLen(2, len(args))
  171. },
  172. }
  173. builtins["array_last_position"] = builtinFunc{
  174. fType: ast.FuncTypeScalar,
  175. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  176. if args[0] == nil {
  177. return -1, true
  178. }
  179. array, ok := args[0].([]interface{})
  180. if !ok {
  181. return errorArrayFirstArgumentNotArrayError, false
  182. }
  183. lastPos := -1
  184. for i := len(array) - 1; i >= 0; i-- {
  185. if array[i] == args[1] {
  186. lastPos = i
  187. break
  188. }
  189. }
  190. return lastPos, true
  191. },
  192. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  193. return ValidateLen(2, len(args))
  194. },
  195. }
  196. builtins["array_contains_any"] = builtinFunc{
  197. fType: ast.FuncTypeScalar,
  198. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  199. array1, ok1 := args[0].([]interface{})
  200. if !ok1 {
  201. return errorArrayFirstArgumentNotArrayError, false
  202. }
  203. array2, ok2 := args[1].([]interface{})
  204. if !ok2 {
  205. return errorArraySecondArgumentNotArrayError, false
  206. }
  207. for _, a := range array1 {
  208. for _, b := range array2 {
  209. if a == b {
  210. return true, true
  211. }
  212. }
  213. }
  214. return false, true
  215. },
  216. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  217. return ValidateLen(2, len(args))
  218. },
  219. check: returnFalseIfHasAnyNil,
  220. }
  221. builtins["array_intersect"] = builtinFunc{
  222. fType: ast.FuncTypeScalar,
  223. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  224. array1, ok1 := args[0].([]interface{})
  225. if !ok1 {
  226. return errorArrayFirstArgumentNotArrayError, false
  227. }
  228. array2, ok2 := args[1].([]interface{})
  229. if !ok2 {
  230. return errorArraySecondArgumentNotArrayError, false
  231. }
  232. capacity := len(array1)
  233. if len(array2) > capacity {
  234. capacity = len(array2)
  235. }
  236. intersection := make([]interface{}, 0, capacity)
  237. set := make(map[interface{}]bool)
  238. for _, a := range array1 {
  239. set[a] = true
  240. }
  241. for _, b := range array2 {
  242. if set[b] {
  243. intersection = append(intersection, b)
  244. set[b] = false
  245. }
  246. }
  247. return intersection, true
  248. },
  249. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  250. return ValidateLen(2, len(args))
  251. },
  252. check: returnNilIfHasAnyNil,
  253. }
  254. builtins["array_union"] = builtinFunc{
  255. fType: ast.FuncTypeScalar,
  256. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  257. var array1, array2 []interface{}
  258. var ok bool
  259. if args[0] != nil {
  260. array1, ok = args[0].([]interface{})
  261. if !ok {
  262. return errorArrayFirstArgumentNotArrayError, false
  263. }
  264. }
  265. if args[1] != nil {
  266. array2, ok = args[1].([]interface{})
  267. if !ok {
  268. return errorArraySecondArgumentNotArrayError, false
  269. }
  270. }
  271. union := make([]interface{}, 0, len(array1)+len(array2))
  272. set := make(map[interface{}]bool)
  273. for _, a := range array1 {
  274. if !set[a] {
  275. union = append(union, a)
  276. set[a] = true
  277. }
  278. }
  279. for _, b := range array2 {
  280. if !set[b] {
  281. set[b] = true
  282. union = append(union, b)
  283. }
  284. }
  285. return union, true
  286. },
  287. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  288. return ValidateLen(2, len(args))
  289. },
  290. }
  291. builtins["array_max"] = builtinFunc{
  292. fType: ast.FuncTypeScalar,
  293. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  294. array, ok := args[0].([]interface{})
  295. if !ok {
  296. return errorArrayFirstArgumentNotArrayError, false
  297. }
  298. return max(array)
  299. },
  300. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  301. return ValidateLen(1, len(args))
  302. },
  303. check: returnNilIfHasAnyNil,
  304. }
  305. builtins["array_min"] = builtinFunc{
  306. fType: ast.FuncTypeScalar,
  307. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  308. array, ok := args[0].([]interface{})
  309. if !ok {
  310. return errorArrayFirstArgumentNotArrayError, false
  311. }
  312. return min(array)
  313. },
  314. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  315. return ValidateLen(1, len(args))
  316. },
  317. check: returnNilIfHasAnyNil,
  318. }
  319. builtins["array_except"] = builtinFunc{
  320. fType: ast.FuncTypeScalar,
  321. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  322. array1, ok1 := args[0].([]interface{})
  323. if !ok1 {
  324. return errorArrayFirstArgumentNotArrayError, false
  325. }
  326. array2, ok2 := args[1].([]interface{})
  327. if !ok2 {
  328. return errorArraySecondArgumentNotArrayError, false
  329. }
  330. except := make([]interface{}, 0, len(array1))
  331. set := make(map[interface{}]bool)
  332. for _, v := range array2 {
  333. set[v] = true
  334. }
  335. for _, v := range array1 {
  336. if !set[v] {
  337. except = append(except, v)
  338. set[v] = true
  339. }
  340. }
  341. return except, true
  342. },
  343. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  344. return ValidateLen(2, len(args))
  345. },
  346. check: returnNilIfHasAnyNil,
  347. }
  348. builtins["repeat"] = builtinFunc{
  349. fType: ast.FuncTypeScalar,
  350. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  351. elemt, ok := args[0].(interface{})
  352. if !ok {
  353. return errorArrayFirstArgumentNotArrayError, false
  354. }
  355. count, ok := args[1].(int)
  356. if !ok {
  357. return errorArraySecondArgumentNotIntError, false
  358. }
  359. arr := make([]interface{}, count)
  360. for i := range arr {
  361. arr[i] = elemt
  362. }
  363. return arr, true
  364. },
  365. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  366. return ValidateLen(2, len(args))
  367. },
  368. check: returnNilIfHasAnyNil,
  369. }
  370. builtins["sequence"] = builtinFunc{
  371. fType: ast.FuncTypeScalar,
  372. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  373. var step, start, stop int
  374. var ok bool
  375. start, ok = args[0].(int)
  376. if !ok {
  377. return errorArrayFirstArgumentNotIntError, false
  378. }
  379. stop, ok = args[1].(int)
  380. if !ok {
  381. return errorArraySecondArgumentNotIntError, false
  382. }
  383. if len(args) == 3 {
  384. step, ok = args[2].(int)
  385. if !ok {
  386. return errorArrayThirdArgumentNotIntError, false
  387. }
  388. if step == 0 {
  389. return fmt.Errorf("invalid step: should not be zero"), false
  390. }
  391. } else {
  392. if start < stop {
  393. step = 1
  394. } else {
  395. step = -1
  396. }
  397. }
  398. n := (stop-start)/step + 1
  399. arr := make([]interface{}, n)
  400. for i := range arr {
  401. arr[i] = start + i*step
  402. }
  403. return arr, true
  404. },
  405. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  406. if err := ValidateLen(2, len(args)); err != nil {
  407. if err := ValidateLen(3, len(args)); err != nil {
  408. return fmt.Errorf("Expect two or three arguments but found %d.", len(args))
  409. }
  410. }
  411. return nil
  412. },
  413. check: returnNilIfHasAnyNil,
  414. }
  415. builtins["array_cardinality"] = builtinFunc{
  416. fType: ast.FuncTypeScalar,
  417. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  418. array, ok := args[0].([]interface{})
  419. if !ok {
  420. return errorArrayFirstArgumentNotArrayError, false
  421. }
  422. return getCount(array), true
  423. },
  424. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  425. return ValidateLen(1, len(args))
  426. },
  427. check: return0IfHasAnyNil,
  428. }
  429. builtins["array_flatten"] = builtinFunc{
  430. fType: ast.FuncTypeScalar,
  431. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  432. array, ok := args[0].([]interface{})
  433. if !ok {
  434. return errorArrayFirstArgumentNotArrayError, false
  435. }
  436. var output []interface{}
  437. for _, val := range array {
  438. innerArr, ok := val.([]interface{})
  439. if !ok {
  440. return errorArrayNotArrayElementError, false
  441. }
  442. output = append(output, innerArr...)
  443. }
  444. return output, true
  445. },
  446. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  447. return ValidateLen(1, len(args))
  448. },
  449. check: returnNilIfHasAnyNil,
  450. }
  451. builtins["array_distinct"] = builtinFunc{
  452. fType: ast.FuncTypeScalar,
  453. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  454. array, ok := args[0].([]interface{})
  455. if !ok {
  456. return errorArrayFirstArgumentNotArrayError, false
  457. }
  458. output := make([]interface{}, 0, len(array))
  459. set := make(map[interface{}]bool)
  460. for _, val := range array {
  461. if !set[val] {
  462. output = append(output, val)
  463. set[val] = true
  464. }
  465. }
  466. return output, true
  467. },
  468. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  469. return ValidateLen(1, len(args))
  470. },
  471. check: returnNilIfHasAnyNil,
  472. }
  473. builtins["array_map"] = builtinFunc{
  474. fType: ast.FuncTypeScalar,
  475. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  476. funcName, ok := args[0].(string)
  477. if !ok {
  478. return errorArrayFirstArgumentNotStringError, false
  479. }
  480. array, ok := args[1].([]interface{})
  481. if !ok {
  482. return errorArraySecondArgumentNotArrayError, false
  483. }
  484. mapped := make([]interface{}, 0, len(array))
  485. var result interface{}
  486. for _, v := range array {
  487. params := []interface{}{v}
  488. fs, ok := builtins[funcName]
  489. if !ok {
  490. return fmt.Errorf("unknown built-in function: %s.", funcName), false
  491. }
  492. if fs.fType != ast.FuncTypeScalar {
  493. return fmt.Errorf("first argument should be a scalar function."), false
  494. }
  495. eargs := make([]ast.Expr, len(params))
  496. if err := fs.val(nil, eargs); err != nil {
  497. return fmt.Errorf("validate function arguments failed."), false
  498. }
  499. result, ok = fs.exec(ctx, params)
  500. if !ok {
  501. return result, false
  502. }
  503. mapped = append(mapped, result)
  504. }
  505. return mapped, true
  506. },
  507. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  508. return ValidateLen(2, len(args))
  509. },
  510. check: returnNilIfHasAnyNil,
  511. }
  512. builtins["array_join"] = builtinFunc{
  513. fType: ast.FuncTypeScalar,
  514. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  515. array, ok := args[0].([]interface{})
  516. if !ok {
  517. return errorArrayFirstArgumentNotArrayError, false
  518. }
  519. delimiter, ok := args[1].(string)
  520. if !ok {
  521. return errorArraySecondArgumentNotStringError, false
  522. }
  523. var nullReplacement string
  524. if len(args) == 3 {
  525. nullReplacement, ok = args[2].(string)
  526. if !ok {
  527. return errorArrayThirdArgumentNotStringError, false
  528. }
  529. }
  530. var index int
  531. for _, v := range array {
  532. if v == nil {
  533. if len(nullReplacement) != 0 {
  534. array[index] = nullReplacement
  535. index++
  536. }
  537. } else {
  538. array[index], ok = v.(string)
  539. index++
  540. if !ok {
  541. return errorArrayNotStringElementError, false
  542. }
  543. }
  544. }
  545. strs, err := cast.ToStringSlice(array[:index], cast.CONVERT_ALL)
  546. if err != nil {
  547. return err, false
  548. }
  549. return strings.Join(strs, delimiter), true
  550. },
  551. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  552. if err := ValidateLen(2, len(args)); err != nil {
  553. if err := ValidateLen(3, len(args)); err != nil {
  554. return fmt.Errorf("Expect two or three arguments but found %d.", len(args))
  555. }
  556. }
  557. return nil
  558. },
  559. check: returnNilIfHasAnyNil,
  560. }
  561. builtins["array_shuffle"] = builtinFunc{
  562. fType: ast.FuncTypeScalar,
  563. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  564. array, ok := args[0].([]interface{})
  565. if !ok {
  566. return errorArrayFirstArgumentNotArrayError, false
  567. }
  568. rand.Shuffle(len(array), func(i, j int) {
  569. array[i], array[j] = array[j], array[i]
  570. })
  571. return array, true
  572. },
  573. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  574. return ValidateLen(1, len(args))
  575. },
  576. check: returnNilIfHasAnyNil,
  577. }
  578. builtins["array_sort"] = builtinFunc{
  579. fType: ast.FuncTypeScalar,
  580. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  581. t := reflect.TypeOf(args)
  582. k := t.Kind()
  583. if k != reflect.Slice && k != reflect.Array {
  584. return errorArrayNotArrayElementError, false
  585. }
  586. inValue := reflect.ValueOf(args)
  587. inLen := inValue.Len()
  588. if inLen <= 1 {
  589. return args, true
  590. }
  591. sliceType := reflect.SliceOf(inValue.Index(0).Type())
  592. outValue := reflect.MakeSlice(sliceType, inLen, inLen)
  593. for i := 0; i < inLen; i++ {
  594. outValue.Index(i).Set(inValue.Index(i))
  595. }
  596. // Sort the slice if it contains elements that are comparable
  597. if inLen > 1 {
  598. sort.Slice(outValue.Interface(), func(i, j int) bool {
  599. return fmt.Sprint(outValue.Index(i).Interface()) < fmt.Sprint(outValue.Index(j).Interface())
  600. })
  601. }
  602. return outValue.Interface(), true
  603. },
  604. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  605. return ValidateAtLeast(1, len(args))
  606. },
  607. check: returnNilIfHasAnyNil,
  608. }
  609. builtins["array_concat"] = builtinFunc{
  610. fType: ast.FuncTypeScalar,
  611. exec: func(ctx api.FunctionContext, args []interface{}) (interface{}, bool) {
  612. var res []interface{}
  613. for _, arg := range args {
  614. v := reflect.ValueOf(arg)
  615. switch v.Kind() {
  616. case reflect.Slice:
  617. array := arg.([]interface{})
  618. res = append(res, array...)
  619. default:
  620. return errorArrayNotArrayElementError, false
  621. }
  622. }
  623. return res, true
  624. },
  625. val: func(ctx api.FunctionContext, args []ast.Expr) error {
  626. return ValidateAtLeast(1, len(args))
  627. },
  628. check: returnNilIfHasAnyNil,
  629. }
  630. }