ast.go 35 KB

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  1. package xsql
  2. import (
  3. "encoding/json"
  4. "fmt"
  5. "github.com/emqx/kuiper/common"
  6. "github.com/emqx/kuiper/plugins"
  7. "math"
  8. "reflect"
  9. "sort"
  10. "strings"
  11. "time"
  12. )
  13. type Node interface {
  14. node()
  15. }
  16. type Expr interface {
  17. Node
  18. expr()
  19. }
  20. type Field struct {
  21. Name string
  22. AName string
  23. Expr
  24. }
  25. type Source interface {
  26. Node
  27. source()
  28. }
  29. type Sources []Source
  30. func (ss Sources) node() {}
  31. type Table struct {
  32. Name string
  33. Alias string
  34. }
  35. func (t *Table) source() {}
  36. func (ss *Table) node() {}
  37. type JoinType int
  38. const (
  39. LEFT_JOIN JoinType = iota
  40. INNER_JOIN
  41. RIGHT_JOIN
  42. FULL_JOIN
  43. CROSS_JOIN
  44. )
  45. var COLUMN_SEPARATOR = tokens[COLSEP]
  46. type Join struct {
  47. Name string
  48. Alias string
  49. JoinType JoinType
  50. Expr Expr
  51. }
  52. func (j *Join) source() {}
  53. func (ss *Join) node() {}
  54. type Joins []Join
  55. func (ss Joins) node() {}
  56. type Statement interface {
  57. Stmt()
  58. Node
  59. }
  60. type SelectStatement struct {
  61. Fields Fields
  62. Sources Sources
  63. Joins Joins
  64. Condition Expr
  65. Dimensions Dimensions
  66. Having Expr
  67. SortFields SortFields
  68. }
  69. func (ss *SelectStatement) Stmt() {}
  70. func (ss *SelectStatement) node() {}
  71. type Literal interface {
  72. Expr
  73. literal()
  74. }
  75. type ParenExpr struct {
  76. Expr Expr
  77. }
  78. type ArrowExpr struct {
  79. Expr Expr
  80. }
  81. type BracketExpr struct {
  82. Expr Expr
  83. }
  84. type ColonExpr struct {
  85. Start int
  86. End int
  87. }
  88. type IndexExpr struct {
  89. Index int
  90. }
  91. type BooleanLiteral struct {
  92. Val bool
  93. }
  94. type TimeLiteral struct {
  95. Val Token
  96. }
  97. type IntegerLiteral struct {
  98. Val int
  99. }
  100. type StringLiteral struct {
  101. Val string
  102. }
  103. type NumberLiteral struct {
  104. Val float64
  105. }
  106. type Wildcard struct {
  107. Token Token
  108. }
  109. type Dimension struct {
  110. Expr Expr
  111. }
  112. type SortField struct {
  113. Name string
  114. Ascending bool
  115. }
  116. type SortFields []SortField
  117. type Dimensions []Dimension
  118. func (f *Field) expr() {}
  119. func (f *Field) node() {}
  120. func (pe *ParenExpr) expr() {}
  121. func (pe *ParenExpr) node() {}
  122. func (ae *ArrowExpr) expr() {}
  123. func (ae *ArrowExpr) node() {}
  124. func (be *BracketExpr) expr() {}
  125. func (be *BracketExpr) node() {}
  126. func (be *ColonExpr) expr() {}
  127. func (be *ColonExpr) node() {}
  128. func (be *IndexExpr) expr() {}
  129. func (be *IndexExpr) node() {}
  130. func (w *Wildcard) expr() {}
  131. func (w *Wildcard) node() {}
  132. func (bl *BooleanLiteral) expr() {}
  133. func (bl *BooleanLiteral) literal() {}
  134. func (bl *BooleanLiteral) node() {}
  135. func (tl *TimeLiteral) expr() {}
  136. func (tl *TimeLiteral) literal() {}
  137. func (tl *TimeLiteral) node() {}
  138. func (il *IntegerLiteral) expr() {}
  139. func (il *IntegerLiteral) literal() {}
  140. func (il *IntegerLiteral) node() {}
  141. func (nl *NumberLiteral) expr() {}
  142. func (nl *NumberLiteral) literal() {}
  143. func (nl *NumberLiteral) node() {}
  144. func (sl *StringLiteral) expr() {}
  145. func (sl *StringLiteral) literal() {}
  146. func (sl *StringLiteral) node() {}
  147. func (d *Dimension) expr() {}
  148. func (d *Dimension) node() {}
  149. func (d Dimensions) node() {}
  150. func (d *Dimensions) GetWindow() *Window {
  151. for _, child := range *d {
  152. if w, ok := child.Expr.(*Window); ok {
  153. return w
  154. }
  155. }
  156. return nil
  157. }
  158. func (d *Dimensions) GetGroups() Dimensions {
  159. var nd Dimensions
  160. for _, child := range *d {
  161. if _, ok := child.Expr.(*Window); !ok {
  162. nd = append(nd, child)
  163. }
  164. }
  165. return nd
  166. }
  167. func (sf *SortField) expr() {}
  168. func (sf *SortField) node() {}
  169. func (sf SortFields) node() {}
  170. type Call struct {
  171. Name string
  172. Args []Expr
  173. }
  174. func (c *Call) expr() {}
  175. func (c *Call) literal() {}
  176. func (c *Call) node() {}
  177. type WindowType int
  178. const (
  179. NOT_WINDOW WindowType = iota
  180. TUMBLING_WINDOW
  181. HOPPING_WINDOW
  182. SLIDING_WINDOW
  183. SESSION_WINDOW
  184. COUNT_WINDOW
  185. )
  186. type Window struct {
  187. WindowType WindowType
  188. Length *IntegerLiteral
  189. Interval *IntegerLiteral
  190. Filter Expr
  191. }
  192. func (w *Window) expr() {}
  193. func (w *Window) literal() {}
  194. func (w *Window) node() {}
  195. type SelectStatements []SelectStatement
  196. func (ss *SelectStatements) node() {}
  197. type Fields []Field
  198. func (fs Fields) node() {}
  199. type BinaryExpr struct {
  200. OP Token
  201. LHS Expr
  202. RHS Expr
  203. }
  204. func (fe *BinaryExpr) expr() {}
  205. func (be *BinaryExpr) node() {}
  206. type FieldRef struct {
  207. StreamName StreamName
  208. Name string
  209. }
  210. func (fr *FieldRef) expr() {}
  211. func (fr *FieldRef) node() {}
  212. type MetaRef struct {
  213. StreamName StreamName
  214. Name string
  215. }
  216. func (fr *MetaRef) expr() {}
  217. func (fr *MetaRef) node() {}
  218. // The stream AST tree
  219. type Options map[string]string
  220. func (o Options) node() {}
  221. type StreamName string
  222. func (sn *StreamName) node() {}
  223. type StreamStmt struct {
  224. Name StreamName
  225. StreamFields StreamFields
  226. Options Options
  227. }
  228. func (ss *StreamStmt) node() {}
  229. func (ss *StreamStmt) Stmt() {}
  230. type FieldType interface {
  231. fieldType()
  232. Node
  233. }
  234. type StreamField struct {
  235. Name string
  236. FieldType
  237. }
  238. func (u *StreamField) MarshalJSON() ([]byte, error) {
  239. return json.Marshal(&struct {
  240. FieldType string
  241. Name string
  242. }{
  243. FieldType: PrintFieldType(u.FieldType),
  244. Name: u.Name,
  245. })
  246. }
  247. type StreamFields []StreamField
  248. func (sf StreamFields) node() {}
  249. type BasicType struct {
  250. Type DataType
  251. }
  252. func (bt *BasicType) fieldType() {}
  253. func (bt *BasicType) node() {}
  254. type ArrayType struct {
  255. Type DataType
  256. FieldType
  257. }
  258. func (at *ArrayType) fieldType() {}
  259. func (at *ArrayType) node() {}
  260. type RecType struct {
  261. StreamFields StreamFields
  262. }
  263. func (rt *RecType) fieldType() {}
  264. func (rt *RecType) node() {}
  265. type ShowStreamsStatement struct {
  266. }
  267. type DescribeStreamStatement struct {
  268. Name string
  269. }
  270. type ExplainStreamStatement struct {
  271. Name string
  272. }
  273. type DropStreamStatement struct {
  274. Name string
  275. }
  276. func (ss *ShowStreamsStatement) Stmt() {}
  277. func (ss *ShowStreamsStatement) node() {}
  278. func (dss *DescribeStreamStatement) Stmt() {}
  279. func (dss *DescribeStreamStatement) node() {}
  280. func (ess *ExplainStreamStatement) Stmt() {}
  281. func (ess *ExplainStreamStatement) node() {}
  282. func (dss *DropStreamStatement) Stmt() {}
  283. func (dss *DropStreamStatement) node() {}
  284. type Visitor interface {
  285. Visit(Node) Visitor
  286. }
  287. func Walk(v Visitor, node Node) {
  288. if node == nil {
  289. return
  290. }
  291. if v = v.Visit(node); v == nil {
  292. return
  293. }
  294. switch n := node.(type) {
  295. case *BinaryExpr:
  296. Walk(v, n.LHS)
  297. Walk(v, n.RHS)
  298. case *Call:
  299. for _, expr := range n.Args {
  300. Walk(v, expr)
  301. }
  302. case *Window:
  303. Walk(v, n.Length)
  304. Walk(v, n.Interval)
  305. case *Field:
  306. Walk(v, n.Expr)
  307. case Fields:
  308. for _, c := range n {
  309. Walk(v, &c)
  310. }
  311. case *ParenExpr:
  312. Walk(v, n.Expr)
  313. case *SelectStatement:
  314. Walk(v, n.Fields)
  315. Walk(v, n.Dimensions)
  316. Walk(v, n.Sources)
  317. Walk(v, n.Joins)
  318. Walk(v, n.Condition)
  319. Walk(v, n.SortFields)
  320. case SortFields:
  321. for _, sf := range n {
  322. Walk(v, &sf)
  323. }
  324. case Sources:
  325. for _, s := range n {
  326. Walk(v, s)
  327. }
  328. case Joins:
  329. for _, s := range n {
  330. Walk(v, &s)
  331. }
  332. case *Join:
  333. Walk(v, n.Expr)
  334. case *StreamStmt:
  335. Walk(v, &n.Name)
  336. Walk(v, n.StreamFields)
  337. Walk(v, n.Options)
  338. case *BasicType:
  339. Walk(v, n)
  340. case *ArrayType:
  341. Walk(v, n)
  342. case *RecType:
  343. Walk(v, n)
  344. case *ShowStreamsStatement:
  345. Walk(v, n)
  346. case *DescribeStreamStatement:
  347. Walk(v, n)
  348. case *ExplainStreamStatement:
  349. Walk(v, n)
  350. case *DropStreamStatement:
  351. Walk(v, n)
  352. }
  353. }
  354. // WalkFunc traverses a node hierarchy in depth-first order.
  355. func WalkFunc(node Node, fn func(Node)) {
  356. Walk(walkFuncVisitor(fn), node)
  357. }
  358. type walkFuncVisitor func(Node)
  359. func (fn walkFuncVisitor) Visit(n Node) Visitor { fn(n); return fn }
  360. // Valuer is the interface that wraps the Value() method.
  361. type Valuer interface {
  362. // Value returns the value and existence flag for a given key.
  363. Value(key string) (interface{}, bool)
  364. Meta(key string) (interface{}, bool)
  365. }
  366. // CallValuer implements the Call method for evaluating function calls.
  367. type CallValuer interface {
  368. Valuer
  369. // Call is invoked to evaluate a function call (if possible).
  370. Call(name string, args []interface{}) (interface{}, bool)
  371. }
  372. type AggregateCallValuer interface {
  373. CallValuer
  374. GetAllTuples() AggregateData
  375. GetSingleCallValuer() CallValuer
  376. }
  377. type Wildcarder interface {
  378. // Value returns the value and existence flag for a given key.
  379. All(stream string) (interface{}, bool)
  380. }
  381. type DataValuer interface {
  382. Valuer
  383. Wildcarder
  384. }
  385. type WildcardValuer struct {
  386. Data Wildcarder
  387. }
  388. //TODO deal with wildcard of a stream, e.g. SELECT Table.* from Table inner join Table1
  389. func (wv *WildcardValuer) Value(key string) (interface{}, bool) {
  390. if key == "" {
  391. return wv.Data.All(key)
  392. } else {
  393. a := strings.Index(key, COLUMN_SEPARATOR+"*")
  394. if a <= 0 {
  395. return nil, false
  396. } else {
  397. return wv.Data.All(key[:a])
  398. }
  399. }
  400. }
  401. func (wv *WildcardValuer) Meta(key string) (interface{}, bool) {
  402. return nil, false
  403. }
  404. /**********************************
  405. ** Various Data Types for SQL transformation
  406. */
  407. type AggregateData interface {
  408. AggregateEval(expr Expr, v CallValuer) []interface{}
  409. }
  410. // Message is a valuer that substitutes values for the mapped interface.
  411. type Message map[string]interface{}
  412. // Value returns the value for a key in the Message.
  413. func (m Message) Value(key string) (interface{}, bool) {
  414. var colkey string
  415. if keys := strings.Split(key, COLUMN_SEPARATOR); len(keys) == 1 {
  416. colkey = key
  417. } else if len(keys) == 2 {
  418. colkey = keys[1]
  419. } else {
  420. common.Log.Println("Invalid key: " + key + ", expect source.field or field.")
  421. return nil, false
  422. }
  423. key1 := strings.ToLower(colkey)
  424. if v, ok := m[key1]; ok {
  425. return v, ok
  426. } else {
  427. //Only when with 'SELECT * FROM ...' and 'schemaless', the key in map is not convert to lower case.
  428. //So all of keys in map should be convert to lowercase and then compare them.
  429. return m.getIgnoreCase(colkey)
  430. }
  431. }
  432. func (m Message) getIgnoreCase(key interface{}) (interface{}, bool) {
  433. if k, ok := key.(string); ok {
  434. key = strings.ToLower(k)
  435. for k, v := range m {
  436. if strings.ToLower(k) == key {
  437. return v, true
  438. }
  439. }
  440. }
  441. return nil, false
  442. }
  443. func (m Message) Meta(key string) (interface{}, bool) {
  444. if key == "*" {
  445. return map[string]interface{}(m), true
  446. }
  447. return m.Value(key)
  448. }
  449. type Event interface {
  450. GetTimestamp() int64
  451. IsWatermark() bool
  452. }
  453. type Metadata Message
  454. func (m Metadata) Value(key string) (interface{}, bool) {
  455. msg := Message(m)
  456. return msg.Value(key)
  457. }
  458. func (m Metadata) Meta(key string) (interface{}, bool) {
  459. if key == "*" {
  460. return map[string]interface{}(m), true
  461. }
  462. msg := Message(m)
  463. return msg.Meta(key)
  464. }
  465. type Tuple struct {
  466. Emitter string
  467. Message Message
  468. Timestamp int64
  469. Metadata Metadata
  470. }
  471. func (t *Tuple) Value(key string) (interface{}, bool) {
  472. return t.Message.Value(key)
  473. }
  474. func (t *Tuple) Meta(key string) (interface{}, bool) {
  475. if key == "*" {
  476. return map[string]interface{}(t.Metadata), true
  477. }
  478. return t.Metadata.Value(key)
  479. }
  480. func (t *Tuple) All(stream string) (interface{}, bool) {
  481. return t.Message, true
  482. }
  483. func (t *Tuple) AggregateEval(expr Expr, v CallValuer) []interface{} {
  484. return []interface{}{Eval(expr, t, v)}
  485. }
  486. func (t *Tuple) GetTimestamp() int64 {
  487. return t.Timestamp
  488. }
  489. func (t *Tuple) GetMetadata() Metadata {
  490. return t.Metadata
  491. }
  492. func (t *Tuple) IsWatermark() bool {
  493. return false
  494. }
  495. type WindowTuples struct {
  496. Emitter string
  497. Tuples []Tuple
  498. }
  499. type WindowTuplesSet []WindowTuples
  500. func (w WindowTuplesSet) GetBySrc(src string) []Tuple {
  501. for _, me := range w {
  502. if me.Emitter == src {
  503. return me.Tuples
  504. }
  505. }
  506. return nil
  507. }
  508. func (w WindowTuplesSet) Len() int {
  509. if len(w) > 0 {
  510. return len(w[0].Tuples)
  511. }
  512. return 0
  513. }
  514. func (w WindowTuplesSet) Swap(i, j int) {
  515. if len(w) > 0 {
  516. s := w[0].Tuples
  517. s[i], s[j] = s[j], s[i]
  518. }
  519. }
  520. func (w WindowTuplesSet) Index(i int) Valuer {
  521. if len(w) > 0 {
  522. s := w[0].Tuples
  523. return &(s[i])
  524. }
  525. return nil
  526. }
  527. func (w WindowTuplesSet) AddTuple(tuple *Tuple) WindowTuplesSet {
  528. found := false
  529. for i, t := range w {
  530. if t.Emitter == tuple.Emitter {
  531. t.Tuples = append(t.Tuples, *tuple)
  532. found = true
  533. w[i] = t
  534. break
  535. }
  536. }
  537. if !found {
  538. ets := &WindowTuples{Emitter: tuple.Emitter}
  539. ets.Tuples = append(ets.Tuples, *tuple)
  540. w = append(w, *ets)
  541. }
  542. return w
  543. }
  544. //Sort by tuple timestamp
  545. func (w WindowTuplesSet) Sort() {
  546. for _, t := range w {
  547. tuples := t.Tuples
  548. sort.SliceStable(tuples, func(i, j int) bool {
  549. return tuples[i].Timestamp < tuples[j].Timestamp
  550. })
  551. t.Tuples = tuples
  552. }
  553. }
  554. func (w WindowTuplesSet) AggregateEval(expr Expr, v CallValuer) []interface{} {
  555. var result []interface{}
  556. if len(w) != 1 { //should never happen
  557. return nil
  558. }
  559. for _, t := range w[0].Tuples {
  560. result = append(result, Eval(expr, &t, v))
  561. }
  562. return result
  563. }
  564. type JoinTuple struct {
  565. Tuples []Tuple
  566. }
  567. func (jt *JoinTuple) AddTuple(tuple Tuple) {
  568. jt.Tuples = append(jt.Tuples, tuple)
  569. }
  570. func (jt *JoinTuple) AddTuples(tuples []Tuple) {
  571. for _, t := range tuples {
  572. jt.Tuples = append(jt.Tuples, t)
  573. }
  574. }
  575. func getTupleValue(tuple Tuple, t string, key string) (interface{}, bool) {
  576. switch t {
  577. case "value":
  578. return tuple.Value(key)
  579. case "meta":
  580. return tuple.Meta(key)
  581. default:
  582. common.Log.Errorf("cannot get tuple for type %s", t)
  583. return nil, false
  584. }
  585. }
  586. func (jt *JoinTuple) doGetValue(t string, key string) (interface{}, bool) {
  587. keys := strings.Split(key, COLUMN_SEPARATOR)
  588. tuples := jt.Tuples
  589. switch len(keys) {
  590. case 1:
  591. if len(tuples) > 1 {
  592. for _, tuple := range tuples { //TODO support key without modifier?
  593. v, ok := getTupleValue(tuple, t, key)
  594. if ok {
  595. return v, ok
  596. }
  597. }
  598. common.Log.Infoln("Wrong key: ", key, ", not found")
  599. return nil, false
  600. } else {
  601. return getTupleValue(tuples[0], t, key)
  602. }
  603. case 2:
  604. emitter, key := keys[0], keys[1]
  605. //TODO should use hash here
  606. for _, tuple := range tuples {
  607. if tuple.Emitter == emitter {
  608. return getTupleValue(tuple, t, key)
  609. }
  610. }
  611. return nil, false
  612. default:
  613. common.Log.Infoln("Wrong key: ", key, ", expect dot in the expression.")
  614. return nil, false
  615. }
  616. }
  617. func (jt *JoinTuple) Value(key string) (interface{}, bool) {
  618. return jt.doGetValue("value", key)
  619. }
  620. func (jt *JoinTuple) Meta(key string) (interface{}, bool) {
  621. return jt.doGetValue("meta", key)
  622. }
  623. func (jt *JoinTuple) All(stream string) (interface{}, bool) {
  624. if stream != "" {
  625. for _, t := range jt.Tuples {
  626. if t.Emitter == stream {
  627. return t.Message, true
  628. }
  629. }
  630. } else {
  631. var r Message = make(map[string]interface{})
  632. for _, t := range jt.Tuples {
  633. for k, v := range t.Message {
  634. if _, ok := r[k]; !ok {
  635. r[k] = v
  636. }
  637. }
  638. }
  639. return r, true
  640. }
  641. return nil, false
  642. }
  643. type JoinTupleSets []JoinTuple
  644. func (s JoinTupleSets) Len() int { return len(s) }
  645. func (s JoinTupleSets) Swap(i, j int) { s[i], s[j] = s[j], s[i] }
  646. func (s JoinTupleSets) Index(i int) Valuer { return &(s[i]) }
  647. func (s JoinTupleSets) AggregateEval(expr Expr, v CallValuer) []interface{} {
  648. var result []interface{}
  649. for _, t := range s {
  650. result = append(result, Eval(expr, &t, v))
  651. }
  652. return result
  653. }
  654. type GroupedTuples []DataValuer
  655. func (s GroupedTuples) AggregateEval(expr Expr, v CallValuer) []interface{} {
  656. var result []interface{}
  657. for _, t := range s {
  658. result = append(result, Eval(expr, t, v))
  659. }
  660. return result
  661. }
  662. type GroupedTuplesSet []GroupedTuples
  663. func (s GroupedTuplesSet) Len() int { return len(s) }
  664. func (s GroupedTuplesSet) Swap(i, j int) { s[i], s[j] = s[j], s[i] }
  665. func (s GroupedTuplesSet) Index(i int) Valuer { return s[i][0] }
  666. type SortingData interface {
  667. Len() int
  668. Swap(i, j int)
  669. Index(i int) Valuer
  670. }
  671. // multiSorter implements the Sort interface, sorting the changes within.Hi
  672. type MultiSorter struct {
  673. SortingData
  674. fields SortFields
  675. valuer CallValuer
  676. values []map[string]interface{}
  677. }
  678. // OrderedBy returns a Sorter that sorts using the less functions, in order.
  679. // Call its Sort method to sort the data.
  680. func OrderedBy(fields SortFields, fv *FunctionValuer) *MultiSorter {
  681. return &MultiSorter{
  682. fields: fields,
  683. valuer: fv,
  684. }
  685. }
  686. // Less is part of sort.Interface. It is implemented by looping along the
  687. // less functions until it finds a comparison that discriminates between
  688. // the two items (one is less than the other). Note that it can call the
  689. // less functions twice per call. We could change the functions to return
  690. // -1, 0, 1 and reduce the number of calls for greater efficiency: an
  691. // exercise for the reader.
  692. func (ms *MultiSorter) Less(i, j int) bool {
  693. p, q := ms.values[i], ms.values[j]
  694. v := &ValuerEval{Valuer: MultiValuer(ms.valuer)}
  695. for _, field := range ms.fields {
  696. n := field.Name
  697. vp, _ := p[n]
  698. vq, _ := q[n]
  699. if vp == nil && vq != nil {
  700. return false
  701. } else if vp != nil && vq == nil {
  702. ms.valueSwap(true, i, j)
  703. return true
  704. } else if vp == nil && vq == nil {
  705. return false
  706. }
  707. switch {
  708. case v.simpleDataEval(vp, vq, LT):
  709. ms.valueSwap(field.Ascending, i, j)
  710. return field.Ascending
  711. case v.simpleDataEval(vq, vp, LT):
  712. ms.valueSwap(!field.Ascending, i, j)
  713. return !field.Ascending
  714. }
  715. }
  716. return false
  717. }
  718. func (ms *MultiSorter) valueSwap(s bool, i, j int) {
  719. if s {
  720. ms.values[i], ms.values[j] = ms.values[j], ms.values[i]
  721. }
  722. }
  723. // Sort sorts the argument slice according to the less functions passed to OrderedBy.
  724. func (ms *MultiSorter) Sort(data SortingData) error {
  725. ms.SortingData = data
  726. types := make([]string, len(ms.fields))
  727. ms.values = make([]map[string]interface{}, data.Len())
  728. //load and validate data
  729. for i := 0; i < data.Len(); i++ {
  730. ms.values[i] = make(map[string]interface{})
  731. p := data.Index(i)
  732. vep := &ValuerEval{Valuer: MultiValuer(p, ms.valuer)}
  733. for j, field := range ms.fields {
  734. n := field.Name
  735. vp, _ := vep.Valuer.Value(n)
  736. if err, ok := vp.(error); ok {
  737. return err
  738. } else {
  739. if types[j] == "" && vp != nil {
  740. types[j] = fmt.Sprintf("%T", vp)
  741. }
  742. if err := validate(types[j], vp); err != nil {
  743. return err
  744. } else {
  745. ms.values[i][n] = vp
  746. }
  747. }
  748. }
  749. }
  750. sort.Sort(ms)
  751. return nil
  752. }
  753. func validate(t string, v interface{}) error {
  754. if v == nil || t == "" {
  755. return nil
  756. }
  757. vt := fmt.Sprintf("%T", v)
  758. switch t {
  759. case "int", "int64", "float64", "uint64":
  760. if vt == "int" || vt == "int64" || vt == "float64" || vt == "uint64" {
  761. return nil
  762. } else {
  763. return fmt.Errorf("incompatible types for comparison: %s and %s", t, vt)
  764. }
  765. case "bool":
  766. if vt == "bool" {
  767. return nil
  768. } else {
  769. return fmt.Errorf("incompatible types for comparison: %s and %s", t, vt)
  770. }
  771. case "string":
  772. if vt == "string" {
  773. return nil
  774. } else {
  775. return fmt.Errorf("incompatible types for comparison: %s and %s", t, vt)
  776. }
  777. case "time.Time":
  778. _, err := common.InterfaceToTime(v, "")
  779. if err != nil {
  780. return fmt.Errorf("incompatible types for comparison: %s and %s", t, vt)
  781. } else {
  782. return nil
  783. }
  784. default:
  785. return fmt.Errorf("incompatible types for comparison: %s and %s", t, vt)
  786. }
  787. return nil
  788. }
  789. type EvalResultMessage struct {
  790. Emitter string
  791. Result interface{}
  792. Message Message
  793. }
  794. type ResultsAndMessages []EvalResultMessage
  795. // Eval evaluates expr against a map.
  796. func Eval(expr Expr, m Valuer, v CallValuer) interface{} {
  797. eval := ValuerEval{Valuer: MultiValuer(m, v)}
  798. return eval.Eval(expr)
  799. }
  800. // ValuerEval will evaluate an expression using the Valuer.
  801. type ValuerEval struct {
  802. Valuer Valuer
  803. // IntegerFloatDivision will set the eval system to treat
  804. // a division between two integers as a floating point division.
  805. IntegerFloatDivision bool
  806. }
  807. // MultiValuer returns a Valuer that iterates over multiple Valuer instances
  808. // to find a match.
  809. func MultiValuer(valuers ...Valuer) Valuer {
  810. return multiValuer(valuers)
  811. }
  812. type multiValuer []Valuer
  813. func (a multiValuer) Value(key string) (interface{}, bool) {
  814. for _, valuer := range a {
  815. if v, ok := valuer.Value(key); ok {
  816. return v, true
  817. }
  818. }
  819. return nil, false
  820. }
  821. func (a multiValuer) Meta(key string) (interface{}, bool) {
  822. for _, valuer := range a {
  823. if v, ok := valuer.Meta(key); ok {
  824. return v, true
  825. }
  826. }
  827. return nil, false
  828. }
  829. func (a multiValuer) Call(name string, args []interface{}) (interface{}, bool) {
  830. for _, valuer := range a {
  831. if valuer, ok := valuer.(CallValuer); ok {
  832. if v, ok := valuer.Call(name, args); ok {
  833. return v, true
  834. } else {
  835. return fmt.Errorf("call func %s error: %v", name, v), false
  836. }
  837. }
  838. }
  839. return nil, false
  840. }
  841. type multiAggregateValuer struct {
  842. data AggregateData
  843. multiValuer
  844. singleCallValuer CallValuer
  845. }
  846. func MultiAggregateValuer(data AggregateData, singleCallValuer CallValuer, valuers ...Valuer) Valuer {
  847. return &multiAggregateValuer{
  848. data: data,
  849. multiValuer: valuers,
  850. singleCallValuer: singleCallValuer,
  851. }
  852. }
  853. //The args is [][] for aggregation
  854. func (a *multiAggregateValuer) Call(name string, args []interface{}) (interface{}, bool) {
  855. var singleArgs []interface{} = nil
  856. for _, valuer := range a.multiValuer {
  857. if a, ok := valuer.(AggregateCallValuer); ok {
  858. if v, ok := a.Call(name, args); ok {
  859. return v, true
  860. } else {
  861. return fmt.Errorf("call func %s error: %v", name, v), false
  862. }
  863. } else if c, ok := valuer.(CallValuer); ok {
  864. if singleArgs == nil {
  865. for _, arg := range args {
  866. if arg, ok := arg.([]interface{}); ok {
  867. singleArgs = append(singleArgs, arg[0])
  868. } else {
  869. common.Log.Infof("multiAggregateValuer does not get [][] args but get %v", args)
  870. return nil, false
  871. }
  872. }
  873. }
  874. if v, ok := c.Call(name, singleArgs); ok {
  875. return v, true
  876. }
  877. }
  878. }
  879. return nil, false
  880. }
  881. func (a *multiAggregateValuer) GetAllTuples() AggregateData {
  882. return a.data
  883. }
  884. func (a *multiAggregateValuer) GetSingleCallValuer() CallValuer {
  885. return a.singleCallValuer
  886. }
  887. type BracketEvalResult struct {
  888. Start, End int
  889. }
  890. func (ber *BracketEvalResult) isIndex() bool {
  891. return ber.Start == ber.End
  892. }
  893. // Eval evaluates an expression and returns a value.
  894. func (v *ValuerEval) Eval(expr Expr) interface{} {
  895. if expr == nil {
  896. return nil
  897. }
  898. switch expr := expr.(type) {
  899. case *BinaryExpr:
  900. return v.evalBinaryExpr(expr)
  901. //case *BooleanLiteral:
  902. // return expr.Val
  903. case *IntegerLiteral:
  904. return expr.Val
  905. case *NumberLiteral:
  906. return expr.Val
  907. case *ParenExpr:
  908. return v.Eval(expr.Expr)
  909. case *StringLiteral:
  910. return expr.Val
  911. case *BooleanLiteral:
  912. return expr.Val
  913. case *ColonExpr:
  914. return &BracketEvalResult{Start: expr.Start, End: expr.End}
  915. case *IndexExpr:
  916. return &BracketEvalResult{Start: expr.Index, End: expr.Index}
  917. case *Call:
  918. if valuer, ok := v.Valuer.(CallValuer); ok {
  919. var args []interface{}
  920. if len(expr.Args) > 0 {
  921. args = make([]interface{}, len(expr.Args))
  922. if aggreValuer, ok := valuer.(AggregateCallValuer); ok {
  923. for i := range expr.Args {
  924. args[i] = aggreValuer.GetAllTuples().AggregateEval(expr.Args[i], aggreValuer.GetSingleCallValuer())
  925. }
  926. } else {
  927. for i := range expr.Args {
  928. args[i] = v.Eval(expr.Args[i])
  929. if _, ok := args[i].(error); ok {
  930. return args[i]
  931. }
  932. }
  933. }
  934. }
  935. val, _ := valuer.Call(expr.Name, args)
  936. return val
  937. }
  938. return nil
  939. case *FieldRef:
  940. if expr.StreamName == "" {
  941. val, _ := v.Valuer.Value(expr.Name)
  942. return val
  943. } else {
  944. //The field specified with stream source
  945. val, _ := v.Valuer.Value(string(expr.StreamName) + COLUMN_SEPARATOR + expr.Name)
  946. return val
  947. }
  948. case *MetaRef:
  949. if expr.StreamName == "" {
  950. val, _ := v.Valuer.Meta(expr.Name)
  951. return val
  952. } else {
  953. //The field specified with stream source
  954. val, _ := v.Valuer.Meta(string(expr.StreamName) + COLUMN_SEPARATOR + expr.Name)
  955. return val
  956. }
  957. case *Wildcard:
  958. val, _ := v.Valuer.Value("")
  959. return val
  960. default:
  961. return nil
  962. }
  963. }
  964. func (v *ValuerEval) evalBinaryExpr(expr *BinaryExpr) interface{} {
  965. lhs := v.Eval(expr.LHS)
  966. switch val := lhs.(type) {
  967. case map[string]interface{}:
  968. return v.evalJsonExpr(val, expr.OP, expr.RHS)
  969. case error:
  970. return val
  971. }
  972. if isSliceOrArray(lhs) {
  973. return v.evalJsonExpr(lhs, expr.OP, expr.RHS)
  974. }
  975. rhs := v.Eval(expr.RHS)
  976. if _, ok := rhs.(error); ok {
  977. return rhs
  978. }
  979. return v.simpleDataEval(lhs, rhs, expr.OP)
  980. }
  981. func isSliceOrArray(v interface{}) bool {
  982. kind := reflect.ValueOf(v).Kind()
  983. return kind == reflect.Array || kind == reflect.Slice
  984. }
  985. func (v *ValuerEval) evalJsonExpr(result interface{}, op Token, expr Expr) interface{} {
  986. switch op {
  987. case ARROW:
  988. if val, ok := result.(map[string]interface{}); ok {
  989. switch e := expr.(type) {
  990. case *FieldRef, *MetaRef:
  991. ve := &ValuerEval{Valuer: Message(val)}
  992. return ve.Eval(e)
  993. default:
  994. return fmt.Errorf("the right expression is not a field reference node")
  995. }
  996. } else {
  997. return fmt.Errorf("the result %v is not a type of map[string]interface{}", result)
  998. }
  999. case SUBSET:
  1000. if isSliceOrArray(result) {
  1001. return v.subset(result, expr)
  1002. } else {
  1003. return fmt.Errorf("%v is an invalid operation for %T", op, result)
  1004. }
  1005. default:
  1006. return fmt.Errorf("%v is an invalid operation for %T", op, result)
  1007. }
  1008. }
  1009. func (v *ValuerEval) subset(result interface{}, expr Expr) interface{} {
  1010. val := reflect.ValueOf(result)
  1011. ber := v.Eval(expr)
  1012. if berVal, ok1 := ber.(*BracketEvalResult); ok1 {
  1013. if berVal.isIndex() {
  1014. if berVal.Start >= val.Len() {
  1015. return fmt.Errorf("out of index: %d of %d", berVal.Start, val.Len())
  1016. }
  1017. return val.Index(berVal.Start).Interface()
  1018. } else {
  1019. if berVal.Start >= val.Len() {
  1020. return fmt.Errorf("start value is out of index: %d of %d", berVal.Start, val.Len())
  1021. }
  1022. if berVal.End >= val.Len() {
  1023. return fmt.Errorf("end value is out of index: %d of %d", berVal.End, val.Len())
  1024. }
  1025. end := berVal.End
  1026. if end == -1 {
  1027. end = val.Len()
  1028. }
  1029. return val.Slice(berVal.Start, end).Interface()
  1030. }
  1031. } else {
  1032. return fmt.Errorf("invalid evaluation result - %v", berVal)
  1033. }
  1034. }
  1035. //lhs and rhs are non-nil
  1036. func (v *ValuerEval) simpleDataEval(lhs, rhs interface{}, op Token) interface{} {
  1037. if lhs == nil || rhs == nil {
  1038. switch op {
  1039. case EQ, LTE, GTE:
  1040. if lhs == nil && rhs == nil {
  1041. return true
  1042. } else {
  1043. return false
  1044. }
  1045. case NEQ:
  1046. if lhs == nil && rhs == nil {
  1047. return false
  1048. } else {
  1049. return true
  1050. }
  1051. case LT, GT:
  1052. return false
  1053. default:
  1054. return nil
  1055. }
  1056. }
  1057. lhs = convertNum(lhs)
  1058. rhs = convertNum(rhs)
  1059. // Evaluate if both sides are simple types.
  1060. switch lhs := lhs.(type) {
  1061. case bool:
  1062. rhs, ok := rhs.(bool)
  1063. if !ok {
  1064. return invalidOpError(lhs, op, rhs)
  1065. }
  1066. switch op {
  1067. case AND:
  1068. return lhs && rhs
  1069. case OR:
  1070. return lhs || rhs
  1071. case BITWISE_AND:
  1072. return lhs && rhs
  1073. case BITWISE_OR:
  1074. return lhs || rhs
  1075. case BITWISE_XOR:
  1076. return lhs != rhs
  1077. case EQ:
  1078. return lhs == rhs
  1079. case NEQ:
  1080. return lhs != rhs
  1081. default:
  1082. return invalidOpError(lhs, op, rhs)
  1083. }
  1084. case float64:
  1085. // Try the rhs as a float64, int64, or uint64
  1086. rhsf, ok := rhs.(float64)
  1087. if !ok {
  1088. switch val := rhs.(type) {
  1089. case int64:
  1090. rhsf, ok = float64(val), true
  1091. case uint64:
  1092. rhsf, ok = float64(val), true
  1093. }
  1094. }
  1095. if !ok {
  1096. return invalidOpError(lhs, op, rhs)
  1097. }
  1098. rhs := rhsf
  1099. switch op {
  1100. case EQ:
  1101. return lhs == rhs
  1102. case NEQ:
  1103. return lhs != rhs
  1104. case LT:
  1105. return lhs < rhs
  1106. case LTE:
  1107. return lhs <= rhs
  1108. case GT:
  1109. return lhs > rhs
  1110. case GTE:
  1111. return lhs >= rhs
  1112. case ADD:
  1113. return lhs + rhs
  1114. case SUB:
  1115. return lhs - rhs
  1116. case MUL:
  1117. return lhs * rhs
  1118. case DIV:
  1119. if rhs == 0 {
  1120. return fmt.Errorf("divided by zero")
  1121. }
  1122. return lhs / rhs
  1123. case MOD:
  1124. if rhs == 0 {
  1125. return fmt.Errorf("divided by zero")
  1126. }
  1127. return math.Mod(lhs, rhs)
  1128. default:
  1129. return invalidOpError(lhs, op, rhs)
  1130. }
  1131. case int64:
  1132. // Try as a float64 to see if a float cast is required.
  1133. switch rhs := rhs.(type) {
  1134. case float64:
  1135. lhs := float64(lhs)
  1136. switch op {
  1137. case EQ:
  1138. return lhs == rhs
  1139. case NEQ:
  1140. return lhs != rhs
  1141. case LT:
  1142. return lhs < rhs
  1143. case LTE:
  1144. return lhs <= rhs
  1145. case GT:
  1146. return lhs > rhs
  1147. case GTE:
  1148. return lhs >= rhs
  1149. case ADD:
  1150. return lhs + rhs
  1151. case SUB:
  1152. return lhs - rhs
  1153. case MUL:
  1154. return lhs * rhs
  1155. case DIV:
  1156. if rhs == 0 {
  1157. return fmt.Errorf("divided by zero")
  1158. }
  1159. return lhs / rhs
  1160. case MOD:
  1161. if rhs == 0 {
  1162. return fmt.Errorf("divided by zero")
  1163. }
  1164. return math.Mod(lhs, rhs)
  1165. default:
  1166. return invalidOpError(lhs, op, rhs)
  1167. }
  1168. case int64:
  1169. switch op {
  1170. case EQ:
  1171. return lhs == rhs
  1172. case NEQ:
  1173. return lhs != rhs
  1174. case LT:
  1175. return lhs < rhs
  1176. case LTE:
  1177. return lhs <= rhs
  1178. case GT:
  1179. return lhs > rhs
  1180. case GTE:
  1181. return lhs >= rhs
  1182. case ADD:
  1183. return lhs + rhs
  1184. case SUB:
  1185. return lhs - rhs
  1186. case MUL:
  1187. return lhs * rhs
  1188. case DIV:
  1189. if v.IntegerFloatDivision {
  1190. if rhs == 0 {
  1191. return fmt.Errorf("divided by zero")
  1192. }
  1193. return float64(lhs) / float64(rhs)
  1194. }
  1195. if rhs == 0 {
  1196. return fmt.Errorf("divided by zero")
  1197. }
  1198. return lhs / rhs
  1199. case MOD:
  1200. if rhs == 0 {
  1201. return fmt.Errorf("divided by zero")
  1202. }
  1203. return lhs % rhs
  1204. case BITWISE_AND:
  1205. return lhs & rhs
  1206. case BITWISE_OR:
  1207. return lhs | rhs
  1208. case BITWISE_XOR:
  1209. return lhs ^ rhs
  1210. default:
  1211. return invalidOpError(lhs, op, rhs)
  1212. }
  1213. case uint64:
  1214. switch op {
  1215. case EQ:
  1216. return uint64(lhs) == rhs
  1217. case NEQ:
  1218. return uint64(lhs) != rhs
  1219. case LT:
  1220. if lhs < 0 {
  1221. return true
  1222. }
  1223. return uint64(lhs) < rhs
  1224. case LTE:
  1225. if lhs < 0 {
  1226. return true
  1227. }
  1228. return uint64(lhs) <= rhs
  1229. case GT:
  1230. if lhs < 0 {
  1231. return false
  1232. }
  1233. return uint64(lhs) > rhs
  1234. case GTE:
  1235. if lhs < 0 {
  1236. return false
  1237. }
  1238. return uint64(lhs) >= rhs
  1239. case ADD:
  1240. return uint64(lhs) + rhs
  1241. case SUB:
  1242. return uint64(lhs) - rhs
  1243. case MUL:
  1244. return uint64(lhs) * rhs
  1245. case DIV:
  1246. if rhs == 0 {
  1247. return fmt.Errorf("divided by zero")
  1248. }
  1249. return uint64(lhs) / rhs
  1250. case MOD:
  1251. if rhs == 0 {
  1252. return fmt.Errorf("divided by zero")
  1253. }
  1254. return uint64(lhs) % rhs
  1255. case BITWISE_AND:
  1256. return uint64(lhs) & rhs
  1257. case BITWISE_OR:
  1258. return uint64(lhs) | rhs
  1259. case BITWISE_XOR:
  1260. return uint64(lhs) ^ rhs
  1261. default:
  1262. return invalidOpError(lhs, op, rhs)
  1263. }
  1264. default:
  1265. return invalidOpError(lhs, op, rhs)
  1266. }
  1267. case uint64:
  1268. // Try as a float64 to see if a float cast is required.
  1269. switch rhs := rhs.(type) {
  1270. case float64:
  1271. lhs := float64(lhs)
  1272. switch op {
  1273. case EQ:
  1274. return lhs == rhs
  1275. case NEQ:
  1276. return lhs != rhs
  1277. case LT:
  1278. return lhs < rhs
  1279. case LTE:
  1280. return lhs <= rhs
  1281. case GT:
  1282. return lhs > rhs
  1283. case GTE:
  1284. return lhs >= rhs
  1285. case ADD:
  1286. return lhs + rhs
  1287. case SUB:
  1288. return lhs - rhs
  1289. case MUL:
  1290. return lhs * rhs
  1291. case DIV:
  1292. if rhs == 0 {
  1293. return fmt.Errorf("divided by zero")
  1294. }
  1295. return lhs / rhs
  1296. case MOD:
  1297. if rhs == 0 {
  1298. return fmt.Errorf("divided by zero")
  1299. }
  1300. return math.Mod(lhs, rhs)
  1301. default:
  1302. return invalidOpError(lhs, op, rhs)
  1303. }
  1304. case int64:
  1305. switch op {
  1306. case EQ:
  1307. return lhs == uint64(rhs)
  1308. case NEQ:
  1309. return lhs != uint64(rhs)
  1310. case LT:
  1311. if rhs < 0 {
  1312. return false
  1313. }
  1314. return lhs < uint64(rhs)
  1315. case LTE:
  1316. if rhs < 0 {
  1317. return false
  1318. }
  1319. return lhs <= uint64(rhs)
  1320. case GT:
  1321. if rhs < 0 {
  1322. return true
  1323. }
  1324. return lhs > uint64(rhs)
  1325. case GTE:
  1326. if rhs < 0 {
  1327. return true
  1328. }
  1329. return lhs >= uint64(rhs)
  1330. case ADD:
  1331. return lhs + uint64(rhs)
  1332. case SUB:
  1333. return lhs - uint64(rhs)
  1334. case MUL:
  1335. return lhs * uint64(rhs)
  1336. case DIV:
  1337. if rhs == 0 {
  1338. return fmt.Errorf("divided by zero")
  1339. }
  1340. return lhs / uint64(rhs)
  1341. case MOD:
  1342. if rhs == 0 {
  1343. return fmt.Errorf("divided by zero")
  1344. }
  1345. return lhs % uint64(rhs)
  1346. case BITWISE_AND:
  1347. return lhs & uint64(rhs)
  1348. case BITWISE_OR:
  1349. return lhs | uint64(rhs)
  1350. case BITWISE_XOR:
  1351. return lhs ^ uint64(rhs)
  1352. default:
  1353. return invalidOpError(lhs, op, rhs)
  1354. }
  1355. case uint64:
  1356. switch op {
  1357. case EQ:
  1358. return lhs == rhs
  1359. case NEQ:
  1360. return lhs != rhs
  1361. case LT:
  1362. return lhs < rhs
  1363. case LTE:
  1364. return lhs <= rhs
  1365. case GT:
  1366. return lhs > rhs
  1367. case GTE:
  1368. return lhs >= rhs
  1369. case ADD:
  1370. return lhs + rhs
  1371. case SUB:
  1372. return lhs - rhs
  1373. case MUL:
  1374. return lhs * rhs
  1375. case DIV:
  1376. if rhs == 0 {
  1377. return fmt.Errorf("divided by zero")
  1378. }
  1379. return lhs / rhs
  1380. case MOD:
  1381. if rhs == 0 {
  1382. return fmt.Errorf("divided by zero")
  1383. }
  1384. return lhs % rhs
  1385. case BITWISE_AND:
  1386. return lhs & rhs
  1387. case BITWISE_OR:
  1388. return lhs | rhs
  1389. case BITWISE_XOR:
  1390. return lhs ^ rhs
  1391. default:
  1392. return invalidOpError(lhs, op, rhs)
  1393. }
  1394. default:
  1395. return invalidOpError(lhs, op, rhs)
  1396. }
  1397. case string:
  1398. rhss, ok := rhs.(string)
  1399. if !ok {
  1400. return invalidOpError(lhs, op, rhs)
  1401. }
  1402. switch op {
  1403. case EQ:
  1404. return lhs == rhss
  1405. case NEQ:
  1406. return lhs != rhss
  1407. case LT:
  1408. return lhs < rhss
  1409. case LTE:
  1410. return lhs <= rhss
  1411. case GT:
  1412. return lhs > rhss
  1413. case GTE:
  1414. return lhs >= rhss
  1415. default:
  1416. return invalidOpError(lhs, op, rhs)
  1417. }
  1418. case time.Time:
  1419. rt, err := common.InterfaceToTime(rhs, "")
  1420. if err != nil {
  1421. return invalidOpError(lhs, op, rhs)
  1422. }
  1423. switch op {
  1424. case EQ:
  1425. return lhs.Equal(rt)
  1426. case NEQ:
  1427. return !lhs.Equal(rt)
  1428. case LT:
  1429. return lhs.Before(rt)
  1430. case LTE:
  1431. return lhs.Before(rt) || lhs.Equal(rt)
  1432. case GT:
  1433. return lhs.After(rt)
  1434. case GTE:
  1435. return lhs.After(rt) || lhs.Equal(rt)
  1436. default:
  1437. return invalidOpError(lhs, op, rhs)
  1438. }
  1439. default:
  1440. return invalidOpError(lhs, op, rhs)
  1441. }
  1442. return invalidOpError(lhs, op, rhs)
  1443. }
  1444. func invalidOpError(lhs interface{}, op Token, rhs interface{}) error {
  1445. return fmt.Errorf("invalid operation %[1]T(%[1]v) %s %[3]T(%[3]v)", lhs, tokens[op], rhs)
  1446. }
  1447. func convertNum(para interface{}) interface{} {
  1448. if isInt(para) {
  1449. para = toInt64(para)
  1450. } else if isFloat(para) {
  1451. para = toFloat64(para)
  1452. }
  1453. return para
  1454. }
  1455. func isInt(para interface{}) bool {
  1456. switch para.(type) {
  1457. case int:
  1458. return true
  1459. case int8:
  1460. return true
  1461. case int16:
  1462. return true
  1463. case int32:
  1464. return true
  1465. case int64:
  1466. return true
  1467. }
  1468. return false
  1469. }
  1470. func toInt64(para interface{}) int64 {
  1471. if v, ok := para.(int); ok {
  1472. return int64(v)
  1473. } else if v, ok := para.(int8); ok {
  1474. return int64(v)
  1475. } else if v, ok := para.(int16); ok {
  1476. return int64(v)
  1477. } else if v, ok := para.(int32); ok {
  1478. return int64(v)
  1479. } else if v, ok := para.(int64); ok {
  1480. return v
  1481. }
  1482. return 0
  1483. }
  1484. func isFloat(para interface{}) bool {
  1485. switch para.(type) {
  1486. case float32:
  1487. return true
  1488. case float64:
  1489. return true
  1490. }
  1491. return false
  1492. }
  1493. func toFloat64(para interface{}) float64 {
  1494. if v, ok := para.(float32); ok {
  1495. return float64(v)
  1496. } else if v, ok := para.(float64); ok {
  1497. return v
  1498. }
  1499. return 0
  1500. }
  1501. func IsAggStatement(node Node) bool {
  1502. var r = false
  1503. WalkFunc(node, func(n Node) {
  1504. if f, ok := n.(*Call); ok {
  1505. if ok := isAggFunc(f); ok {
  1506. r = true
  1507. return
  1508. }
  1509. } else if d, ok := n.(Dimensions); ok {
  1510. ds := d.GetGroups()
  1511. if ds != nil && len(ds) > 0 {
  1512. r = true
  1513. return
  1514. }
  1515. }
  1516. })
  1517. return r
  1518. }
  1519. func isAggFunc(f *Call) bool {
  1520. fn := strings.ToLower(f.Name)
  1521. if _, ok := aggFuncMap[fn]; ok {
  1522. return true
  1523. } else if _, ok := strFuncMap[fn]; ok {
  1524. return false
  1525. } else if _, ok := convFuncMap[fn]; ok {
  1526. return false
  1527. } else if _, ok := hashFuncMap[fn]; ok {
  1528. return false
  1529. } else if _, ok := otherFuncMap[fn]; ok {
  1530. return false
  1531. } else if _, ok := mathFuncMap[fn]; ok {
  1532. return false
  1533. } else {
  1534. if nf, err := plugins.GetFunction(f.Name); err == nil {
  1535. if nf.IsAggregate() {
  1536. return true
  1537. }
  1538. }
  1539. }
  1540. return false
  1541. }
  1542. func HasAggFuncs(node Node) bool {
  1543. if node == nil {
  1544. return false
  1545. }
  1546. var r = false
  1547. WalkFunc(node, func(n Node) {
  1548. if f, ok := n.(*Call); ok {
  1549. if ok := isAggFunc(f); ok {
  1550. r = true
  1551. return
  1552. }
  1553. }
  1554. })
  1555. return r
  1556. }
  1557. func HasNoAggFuncs(node Node) bool {
  1558. if node == nil {
  1559. return false
  1560. }
  1561. var r = false
  1562. WalkFunc(node, func(n Node) {
  1563. if f, ok := n.(*Call); ok {
  1564. if ok := isAggFunc(f); !ok {
  1565. r = true
  1566. return
  1567. }
  1568. }
  1569. })
  1570. return r
  1571. }