xsql_processor.go 17 KB

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  1. package processors
  2. import (
  3. "bytes"
  4. "encoding/json"
  5. "fmt"
  6. "github.com/emqx/kuiper/common"
  7. "github.com/emqx/kuiper/xsql"
  8. "github.com/emqx/kuiper/xsql/plans"
  9. "github.com/emqx/kuiper/xstream"
  10. "github.com/emqx/kuiper/xstream/api"
  11. "github.com/emqx/kuiper/xstream/nodes"
  12. "os"
  13. "path"
  14. "strings"
  15. )
  16. var log = common.Log
  17. type StreamProcessor struct {
  18. db common.KeyValue
  19. }
  20. //@params d : the directory of the DB to save the stream info
  21. func NewStreamProcessor(d string) *StreamProcessor {
  22. processor := &StreamProcessor{
  23. db: common.GetSimpleKVStore(d),
  24. }
  25. return processor
  26. }
  27. func (p *StreamProcessor) ExecStmt(statement string) (result []string, err error) {
  28. parser := xsql.NewParser(strings.NewReader(statement))
  29. stmt, err := xsql.Language.Parse(parser)
  30. if err != nil {
  31. return nil, err
  32. }
  33. switch s := stmt.(type) {
  34. case *xsql.StreamStmt:
  35. var r string
  36. r, err = p.execCreateStream(s, statement)
  37. result = append(result, r)
  38. case *xsql.ShowStreamsStatement:
  39. result, err = p.execShowStream(s)
  40. case *xsql.DescribeStreamStatement:
  41. var r string
  42. r, err = p.execDescribeStream(s)
  43. result = append(result, r)
  44. case *xsql.ExplainStreamStatement:
  45. var r string
  46. r, err = p.execExplainStream(s)
  47. result = append(result, r)
  48. case *xsql.DropStreamStatement:
  49. var r string
  50. r, err = p.execDropStream(s)
  51. result = append(result, r)
  52. default:
  53. return nil, fmt.Errorf("Invalid stream statement: %s", statement)
  54. }
  55. return
  56. }
  57. func (p *StreamProcessor) execCreateStream(stmt *xsql.StreamStmt, statement string) (string, error) {
  58. err := p.db.Open()
  59. if err != nil {
  60. return "", fmt.Errorf("Create stream fails, error when opening db: %v.", err)
  61. }
  62. defer p.db.Close()
  63. err = p.db.Set(string(stmt.Name), statement)
  64. if err != nil {
  65. return "", fmt.Errorf("Create stream fails: %v.", err)
  66. } else {
  67. info := fmt.Sprintf("Stream %s is created.", stmt.Name)
  68. log.Printf("%s", info)
  69. return info, nil
  70. }
  71. }
  72. func (p *StreamProcessor) ExecStreamSql(statement string) (string, error) {
  73. r, err := p.ExecStmt(statement)
  74. if err != nil {
  75. return "", err
  76. } else {
  77. return strings.Join(r, "\n"), err
  78. }
  79. }
  80. func (p *StreamProcessor) execShowStream(_ *xsql.ShowStreamsStatement) ([]string, error) {
  81. keys, err := p.ShowStream()
  82. if len(keys) == 0 {
  83. keys = append(keys, "No stream definitions are found.")
  84. }
  85. return keys, err
  86. }
  87. func (p *StreamProcessor) ShowStream() ([]string, error) {
  88. err := p.db.Open()
  89. if err != nil {
  90. return nil, fmt.Errorf("Show stream fails, error when opening db: %v.", err)
  91. }
  92. defer p.db.Close()
  93. return p.db.Keys()
  94. }
  95. func (p *StreamProcessor) execDescribeStream(stmt *xsql.DescribeStreamStatement) (string, error) {
  96. streamStmt, err := p.DescStream(stmt.Name)
  97. if err != nil {
  98. return "", err
  99. }
  100. var buff bytes.Buffer
  101. buff.WriteString("Fields\n--------------------------------------------------------------------------------\n")
  102. for _, f := range streamStmt.StreamFields {
  103. buff.WriteString(f.Name + "\t")
  104. buff.WriteString(xsql.PrintFieldType(f.FieldType))
  105. buff.WriteString("\n")
  106. }
  107. buff.WriteString("\n")
  108. common.PrintMap(streamStmt.Options, &buff)
  109. return buff.String(), err
  110. }
  111. func (p *StreamProcessor) DescStream(name string) (*xsql.StreamStmt, error) {
  112. err := p.db.Open()
  113. if err != nil {
  114. return nil, fmt.Errorf("Describe stream fails, error when opening db: %v.", err)
  115. }
  116. defer p.db.Close()
  117. s, f := p.db.Get(name)
  118. if !f {
  119. return nil, common.NewErrorWithCode(common.NOT_FOUND, fmt.Sprintf("Stream %s is not found.", name))
  120. }
  121. s1 := s.(string)
  122. parser := xsql.NewParser(strings.NewReader(s1))
  123. stream, err := xsql.Language.Parse(parser)
  124. if err != nil {
  125. return nil, err
  126. }
  127. streamStmt, ok := stream.(*xsql.StreamStmt)
  128. if !ok {
  129. return nil, fmt.Errorf("Error resolving the stream %s, the data in db may be corrupted.", name)
  130. }
  131. return streamStmt, nil
  132. }
  133. func (p *StreamProcessor) execExplainStream(stmt *xsql.ExplainStreamStatement) (string, error) {
  134. err := p.db.Open()
  135. if err != nil {
  136. return "", fmt.Errorf("Explain stream fails, error when opening db: %v.", err)
  137. }
  138. defer p.db.Close()
  139. _, f := p.db.Get(stmt.Name)
  140. if !f {
  141. return "", fmt.Errorf("Stream %s is not found.", stmt.Name)
  142. }
  143. return "TO BE SUPPORTED", nil
  144. }
  145. func (p *StreamProcessor) execDropStream(stmt *xsql.DropStreamStatement) (string, error) {
  146. s, err := p.DropStream(stmt.Name)
  147. if err != nil {
  148. return s, fmt.Errorf("Drop stream fails: %s.", err)
  149. }
  150. return s, nil
  151. }
  152. func (p *StreamProcessor) DropStream(name string) (string, error) {
  153. err := p.db.Open()
  154. if err != nil {
  155. return "", fmt.Errorf("error when opening db: %v", err)
  156. }
  157. defer p.db.Close()
  158. err = p.db.Delete(name)
  159. if err != nil {
  160. return "", err
  161. } else {
  162. return fmt.Sprintf("Stream %s is dropped.", name), nil
  163. }
  164. }
  165. func GetStream(m *common.SimpleKVStore, name string) (stmt *xsql.StreamStmt, err error) {
  166. s, f := m.Get(name)
  167. if !f {
  168. return nil, fmt.Errorf("Cannot find key %s. ", name)
  169. }
  170. s1, _ := s.(string)
  171. parser := xsql.NewParser(strings.NewReader(s1))
  172. stream, err := xsql.Language.Parse(parser)
  173. stmt, ok := stream.(*xsql.StreamStmt)
  174. if !ok {
  175. err = fmt.Errorf("Error resolving the stream %s, the data in db may be corrupted.", name)
  176. }
  177. return
  178. }
  179. type RuleProcessor struct {
  180. db common.KeyValue
  181. rootDbDir string
  182. }
  183. func NewRuleProcessor(d string) *RuleProcessor {
  184. processor := &RuleProcessor{
  185. db: common.GetSimpleKVStore(path.Join(d, "rule")),
  186. rootDbDir: d,
  187. }
  188. return processor
  189. }
  190. func (p *RuleProcessor) ExecCreate(name, ruleJson string) (*api.Rule, error) {
  191. rule, err := p.getRuleByJson(name, ruleJson)
  192. if err != nil {
  193. return nil, err
  194. }
  195. err = p.db.Open()
  196. if err != nil {
  197. return nil, err
  198. }
  199. defer p.db.Close()
  200. err = p.db.Set(rule.Id, ruleJson)
  201. if err != nil {
  202. return nil, err
  203. } else {
  204. log.Infof("Rule %s is created.", rule.Id)
  205. }
  206. return rule, nil
  207. }
  208. func (p *RuleProcessor) ExecUpdate(name, ruleJson string) (*api.Rule, error) {
  209. rule, err := p.getRuleByJson(name, ruleJson)
  210. if err != nil {
  211. return nil, err
  212. }
  213. err = p.db.Open()
  214. if err != nil {
  215. return nil, err
  216. }
  217. defer p.db.Close()
  218. err = p.db.Replace(rule.Id, ruleJson)
  219. if err != nil {
  220. return nil, err
  221. } else {
  222. log.Infof("Rule %s is update.", rule.Id)
  223. }
  224. return rule, nil
  225. }
  226. func (p *RuleProcessor) ExecReplaceRuleState(name string, triggered bool) (err error) {
  227. rule, err := p.GetRuleByName(name)
  228. if err != nil {
  229. return err
  230. }
  231. rule.Triggered = triggered
  232. ruleJson, err := json.Marshal(rule)
  233. if err != nil {
  234. return fmt.Errorf("Marshal rule %s error : %s.", name, err)
  235. }
  236. err = p.db.Open()
  237. if err != nil {
  238. return err
  239. }
  240. defer p.db.Close()
  241. err = p.db.Replace(name, string(ruleJson))
  242. if err != nil {
  243. return err
  244. } else {
  245. log.Infof("Rule %s is replaced.", name)
  246. }
  247. return err
  248. }
  249. func (p *RuleProcessor) GetRuleByName(name string) (*api.Rule, error) {
  250. err := p.db.Open()
  251. if err != nil {
  252. return nil, err
  253. }
  254. defer p.db.Close()
  255. s, f := p.db.Get(name)
  256. if !f {
  257. return nil, common.NewErrorWithCode(common.NOT_FOUND, fmt.Sprintf("Rule %s is not found.", name))
  258. }
  259. s1, _ := s.(string)
  260. return p.getRuleByJson(name, s1)
  261. }
  262. func (p *RuleProcessor) getDefaultRule(name, sql string) *api.Rule {
  263. return &api.Rule{
  264. Id: name,
  265. Sql: sql,
  266. Options: &api.RuleOption{
  267. IsEventTime: false,
  268. LateTol: 1000,
  269. Concurrency: 1,
  270. BufferLength: 1024,
  271. SendMetaToSink: false,
  272. Qos: api.AtMostOnce,
  273. CheckpointInterval: 300000,
  274. },
  275. }
  276. }
  277. func getStatementFromSql(sql string) (*xsql.SelectStatement, error) {
  278. parser := xsql.NewParser(strings.NewReader(sql))
  279. if stmt, err := xsql.Language.Parse(parser); err != nil {
  280. return nil, fmt.Errorf("Parse SQL %s error: %s.", sql, err)
  281. } else {
  282. if r, ok := stmt.(*xsql.SelectStatement); !ok {
  283. return nil, fmt.Errorf("SQL %s is not a select statement.", sql)
  284. } else {
  285. return r, nil
  286. }
  287. }
  288. }
  289. func (p *RuleProcessor) getRuleByJson(name, ruleJson string) (*api.Rule, error) {
  290. opt := common.Config.Rule
  291. //set default rule options
  292. rule := &api.Rule{
  293. Options: &opt,
  294. }
  295. if err := json.Unmarshal([]byte(ruleJson), &rule); err != nil {
  296. return nil, fmt.Errorf("Parse rule %s error : %s.", ruleJson, err)
  297. }
  298. //validation
  299. if rule.Id == "" && name == "" {
  300. return nil, fmt.Errorf("Missing rule id.")
  301. }
  302. if name != "" && rule.Id != "" && name != rule.Id {
  303. return nil, fmt.Errorf("Name is not consistent with rule id.")
  304. }
  305. if rule.Id == "" {
  306. rule.Id = name
  307. }
  308. if rule.Sql == "" {
  309. return nil, fmt.Errorf("Missing rule SQL.")
  310. }
  311. if _, err := getStatementFromSql(rule.Sql); err != nil {
  312. return nil, err
  313. }
  314. if rule.Actions == nil || len(rule.Actions) == 0 {
  315. return nil, fmt.Errorf("Missing rule actions.")
  316. }
  317. if rule.Options == nil {
  318. rule.Options = &api.RuleOption{}
  319. }
  320. //Set default options
  321. if rule.Options.CheckpointInterval < 0 {
  322. return nil, fmt.Errorf("rule option checkpointInterval %d is invalid, require a positive integer", rule.Options.CheckpointInterval)
  323. }
  324. if rule.Options.Concurrency < 0 {
  325. return nil, fmt.Errorf("rule option concurrency %d is invalid, require a positive integer", rule.Options.Concurrency)
  326. }
  327. if rule.Options.BufferLength < 0 {
  328. return nil, fmt.Errorf("rule option bufferLength %d is invalid, require a positive integer", rule.Options.BufferLength)
  329. }
  330. if rule.Options.LateTol < 0 {
  331. return nil, fmt.Errorf("rule option lateTolerance %d is invalid, require a positive integer", rule.Options.LateTol)
  332. }
  333. return rule, nil
  334. }
  335. func (p *RuleProcessor) ExecInitRule(rule *api.Rule) (*xstream.TopologyNew, error) {
  336. if tp, inputs, err := p.createTopo(rule); err != nil {
  337. return nil, err
  338. } else {
  339. for i, m := range rule.Actions {
  340. for name, action := range m {
  341. props, ok := action.(map[string]interface{})
  342. if !ok {
  343. return nil, fmt.Errorf("expect map[string]interface{} type for the action properties, but found %v", action)
  344. }
  345. tp.AddSink(inputs, nodes.NewSinkNode(fmt.Sprintf("%s_%d", name, i), name, props))
  346. }
  347. }
  348. return tp, nil
  349. }
  350. }
  351. func (p *RuleProcessor) ExecQuery(ruleid, sql string) (*xstream.TopologyNew, error) {
  352. if tp, inputs, err := p.createTopo(p.getDefaultRule(ruleid, sql)); err != nil {
  353. return nil, err
  354. } else {
  355. tp.AddSink(inputs, nodes.NewSinkNode("sink_memory_log", "logToMemory", nil))
  356. go func() {
  357. select {
  358. case err := <-tp.Open():
  359. log.Infof("closing query for error: %v", err)
  360. tp.GetContext().SetError(err)
  361. tp.Cancel()
  362. }
  363. }()
  364. return tp, nil
  365. }
  366. }
  367. func (p *RuleProcessor) ExecDesc(name string) (string, error) {
  368. err := p.db.Open()
  369. if err != nil {
  370. return "", err
  371. }
  372. defer p.db.Close()
  373. s, f := p.db.Get(name)
  374. if !f {
  375. return "", fmt.Errorf("Rule %s is not found.", name)
  376. }
  377. s1, _ := s.(string)
  378. dst := &bytes.Buffer{}
  379. if err := json.Indent(dst, []byte(s1), "", " "); err != nil {
  380. return "", err
  381. }
  382. return fmt.Sprintln(dst.String()), nil
  383. }
  384. func (p *RuleProcessor) GetAllRules() ([]string, error) {
  385. err := p.db.Open()
  386. if err != nil {
  387. return nil, err
  388. }
  389. defer p.db.Close()
  390. return p.db.Keys()
  391. }
  392. func (p *RuleProcessor) ExecDrop(name string) (string, error) {
  393. err := p.db.Open()
  394. if err != nil {
  395. return "", err
  396. }
  397. defer p.db.Close()
  398. result := fmt.Sprintf("Rule %s is dropped.", name)
  399. if ruleJson, ok := p.db.Get(name); ok {
  400. rule, err := p.getRuleByJson(name, ruleJson.(string))
  401. if err != nil {
  402. return "", err
  403. }
  404. if err := cleanSinkCache(rule); err != nil {
  405. result = fmt.Sprintf("%s. Clean sink cache faile: %s.", result, err)
  406. }
  407. if err := cleanCheckpoint(name); err != nil {
  408. result = fmt.Sprintf("%s. Clean checkpoint cache faile: %s.", result, err)
  409. }
  410. }
  411. err = p.db.Delete(name)
  412. if err != nil {
  413. return "", err
  414. } else {
  415. return result, nil
  416. }
  417. }
  418. func cleanCheckpoint(name string) error {
  419. dbDir, _ := common.GetDataLoc()
  420. c := path.Join(dbDir, "checkpoints", name)
  421. return os.RemoveAll(c)
  422. }
  423. func cleanSinkCache(rule *api.Rule) error {
  424. dbDir, err := common.GetDataLoc()
  425. if err != nil {
  426. return err
  427. }
  428. store := common.GetSimpleKVStore(path.Join(dbDir, "sink"))
  429. err = store.Open()
  430. if err != nil {
  431. return err
  432. }
  433. defer store.Close()
  434. for d, m := range rule.Actions {
  435. con := 1
  436. for name, action := range m {
  437. props, _ := action.(map[string]interface{})
  438. if c, ok := props["concurrency"]; ok {
  439. if t, err := common.ToInt(c); err == nil && t > 0 {
  440. con = t
  441. }
  442. }
  443. for i := 0; i < con; i++ {
  444. key := fmt.Sprintf("%s%s_%d%d", rule.Id, name, d, i)
  445. common.Log.Debugf("delete cache key %s", key)
  446. store.Delete(key)
  447. }
  448. }
  449. }
  450. return nil
  451. }
  452. func (p *RuleProcessor) createTopo(rule *api.Rule) (*xstream.TopologyNew, []api.Emitter, error) {
  453. return p.createTopoWithSources(rule, nil)
  454. }
  455. //For test to mock source
  456. func (p *RuleProcessor) createTopoWithSources(rule *api.Rule, sources []*nodes.SourceNode) (*xstream.TopologyNew, []api.Emitter, error) {
  457. name := rule.Id
  458. sql := rule.Sql
  459. log.Infof("Init rule with options %+v", rule.Options)
  460. shouldCreateSource := sources == nil
  461. if selectStmt, err := getStatementFromSql(sql); err != nil {
  462. return nil, nil, err
  463. } else {
  464. tp, err := xstream.NewWithNameAndQos(name, rule.Options.Qos, rule.Options.CheckpointInterval)
  465. if err != nil {
  466. return nil, nil, err
  467. }
  468. var inputs []api.Emitter
  469. streamsFromStmt := xsql.GetStreams(selectStmt)
  470. dimensions := selectStmt.Dimensions
  471. if !shouldCreateSource && len(streamsFromStmt) != len(sources) {
  472. return nil, nil, fmt.Errorf("Invalid parameter sources or streams, the length cannot match the statement, expect %d sources.", len(streamsFromStmt))
  473. }
  474. if rule.Options.SendMetaToSink && (len(streamsFromStmt) > 1 || dimensions != nil) {
  475. return nil, nil, fmt.Errorf("Invalid option sendMetaToSink, it can not be applied to window")
  476. }
  477. store := common.GetSimpleKVStore(path.Join(p.rootDbDir, "stream"))
  478. err = store.Open()
  479. if err != nil {
  480. return nil, nil, err
  481. }
  482. defer store.Close()
  483. var alias, aggregateAlias xsql.Fields
  484. for _, f := range selectStmt.Fields {
  485. if f.AName != "" {
  486. if !xsql.HasAggFuncs(f.Expr) {
  487. alias = append(alias, f)
  488. } else {
  489. aggregateAlias = append(aggregateAlias, f)
  490. }
  491. }
  492. }
  493. for i, s := range streamsFromStmt {
  494. streamStmt, err := GetStream(store, s)
  495. if err != nil {
  496. return nil, nil, fmt.Errorf("fail to get stream %s, please check if stream is created", s)
  497. }
  498. pp, err := plans.NewPreprocessor(streamStmt, alias, rule.Options.IsEventTime)
  499. if err != nil {
  500. return nil, nil, err
  501. }
  502. var srcNode *nodes.SourceNode
  503. if shouldCreateSource {
  504. node := nodes.NewSourceNode(s, streamStmt.Options)
  505. srcNode = node
  506. } else {
  507. srcNode = sources[i]
  508. }
  509. tp.AddSrc(srcNode)
  510. preprocessorOp := xstream.Transform(pp, "preprocessor_"+s, rule.Options.BufferLength)
  511. preprocessorOp.SetConcurrency(rule.Options.Concurrency)
  512. tp.AddOperator([]api.Emitter{srcNode}, preprocessorOp)
  513. inputs = append(inputs, preprocessorOp)
  514. }
  515. var w *xsql.Window
  516. if dimensions != nil {
  517. w = dimensions.GetWindow()
  518. if w != nil {
  519. if w.Filter != nil {
  520. wfilterOp := xstream.Transform(&plans.FilterPlan{Condition: w.Filter}, "windowFilter", rule.Options.BufferLength)
  521. wfilterOp.SetConcurrency(rule.Options.Concurrency)
  522. tp.AddOperator(inputs, wfilterOp)
  523. inputs = []api.Emitter{wfilterOp}
  524. }
  525. wop, err := nodes.NewWindowOp("window", w, rule.Options.IsEventTime, rule.Options.LateTol, streamsFromStmt, rule.Options.BufferLength)
  526. if err != nil {
  527. return nil, nil, err
  528. }
  529. tp.AddOperator(inputs, wop)
  530. inputs = []api.Emitter{wop}
  531. }
  532. }
  533. if w != nil && selectStmt.Joins != nil {
  534. joinOp := xstream.Transform(&plans.JoinPlan{Joins: selectStmt.Joins, From: selectStmt.Sources[0].(*xsql.Table)}, "join", rule.Options.BufferLength)
  535. joinOp.SetConcurrency(rule.Options.Concurrency)
  536. tp.AddOperator(inputs, joinOp)
  537. inputs = []api.Emitter{joinOp}
  538. }
  539. if selectStmt.Condition != nil {
  540. filterOp := xstream.Transform(&plans.FilterPlan{Condition: selectStmt.Condition}, "filter", rule.Options.BufferLength)
  541. filterOp.SetConcurrency(rule.Options.Concurrency)
  542. tp.AddOperator(inputs, filterOp)
  543. inputs = []api.Emitter{filterOp}
  544. }
  545. var ds xsql.Dimensions
  546. if dimensions != nil || len(aggregateAlias) > 0 {
  547. ds = dimensions.GetGroups()
  548. if (ds != nil && len(ds) > 0) || len(aggregateAlias) > 0 {
  549. aggregateOp := xstream.Transform(&plans.AggregatePlan{Dimensions: ds, Alias: aggregateAlias}, "aggregate", rule.Options.BufferLength)
  550. aggregateOp.SetConcurrency(rule.Options.Concurrency)
  551. tp.AddOperator(inputs, aggregateOp)
  552. inputs = []api.Emitter{aggregateOp}
  553. }
  554. }
  555. if selectStmt.Having != nil {
  556. havingOp := xstream.Transform(&plans.HavingPlan{selectStmt.Having}, "having", rule.Options.BufferLength)
  557. havingOp.SetConcurrency(rule.Options.Concurrency)
  558. tp.AddOperator(inputs, havingOp)
  559. inputs = []api.Emitter{havingOp}
  560. }
  561. if selectStmt.SortFields != nil {
  562. orderOp := xstream.Transform(&plans.OrderPlan{SortFields: selectStmt.SortFields}, "order", rule.Options.BufferLength)
  563. orderOp.SetConcurrency(rule.Options.Concurrency)
  564. tp.AddOperator(inputs, orderOp)
  565. inputs = []api.Emitter{orderOp}
  566. }
  567. if selectStmt.Fields != nil {
  568. projectOp := xstream.Transform(&plans.ProjectPlan{Fields: selectStmt.Fields, IsAggregate: xsql.IsAggStatement(selectStmt), SendMeta: rule.Options.SendMetaToSink}, "project", rule.Options.BufferLength)
  569. projectOp.SetConcurrency(rule.Options.Concurrency)
  570. tp.AddOperator(inputs, projectOp)
  571. inputs = []api.Emitter{projectOp}
  572. }
  573. return tp, inputs, nil
  574. }
  575. }