aggregate_operator.go 3.7 KB

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  1. package plans
  2. import (
  3. "fmt"
  4. "github.com/emqx/kuiper/xsql"
  5. "github.com/emqx/kuiper/xstream/api"
  6. )
  7. type AggregatePlan struct {
  8. Dimensions xsql.Dimensions
  9. Alias xsql.Fields
  10. }
  11. /**
  12. * input: *xsql.Tuple from preprocessor | xsql.WindowTuplesSet from windowOp | xsql.JoinTupleSets from joinOp
  13. * output: xsql.GroupedTuplesSet
  14. */
  15. func (p *AggregatePlan) Apply(ctx api.StreamContext, data interface{}, fv *xsql.FunctionValuer, afv *xsql.AggregateFunctionValuer) interface{} {
  16. log := ctx.GetLogger()
  17. log.Debugf("aggregate plan receive %s", data)
  18. grouped := data
  19. if p.Dimensions != nil {
  20. var ms []xsql.DataValuer
  21. switch input := data.(type) {
  22. case error:
  23. return input
  24. case xsql.DataValuer:
  25. ms = append(ms, input)
  26. case xsql.WindowTuplesSet:
  27. if len(input) != 1 {
  28. return fmt.Errorf("run Group By error: the input WindowTuplesSet with multiple tuples cannot be evaluated")
  29. }
  30. ms = make([]xsql.DataValuer, len(input[0].Tuples))
  31. for i, m := range input[0].Tuples {
  32. //this is needed or it will always point to the last
  33. t := m
  34. ms[i] = &t
  35. }
  36. case xsql.JoinTupleSets:
  37. ms = make([]xsql.DataValuer, len(input))
  38. for i, m := range input {
  39. t := m
  40. ms[i] = &t
  41. }
  42. default:
  43. return fmt.Errorf("run Group By error: invalid input %[1]T(%[1]v)", input)
  44. }
  45. result := make(map[string]xsql.GroupedTuples)
  46. for _, m := range ms {
  47. var name string
  48. ve := &xsql.ValuerEval{Valuer: xsql.MultiValuer(m, fv)}
  49. for _, d := range p.Dimensions {
  50. r := ve.Eval(d.Expr)
  51. if _, ok := r.(error); ok {
  52. return fmt.Errorf("run Group By error: %s", r)
  53. } else {
  54. name += fmt.Sprintf("%v,", r)
  55. }
  56. }
  57. if ts, ok := result[name]; !ok {
  58. result[name] = xsql.GroupedTuples{m}
  59. } else {
  60. result[name] = append(ts, m)
  61. }
  62. }
  63. if len(result) > 0 {
  64. g := make([]xsql.GroupedTuples, 0, len(result))
  65. for _, v := range result {
  66. g = append(g, v)
  67. }
  68. grouped = xsql.GroupedTuplesSet(g)
  69. } else {
  70. grouped = nil
  71. }
  72. }
  73. if len(p.Alias) != 0 {
  74. switch input := grouped.(type) {
  75. case *xsql.Tuple:
  76. if err := p.calculateAlias(input, input, fv, afv); err != nil {
  77. return fmt.Errorf("run Aggregate function alias error: %s", err)
  78. }
  79. case xsql.GroupedTuplesSet:
  80. for _, v := range input {
  81. if err := p.calculateAlias(v[0], v, fv, afv); err != nil {
  82. return fmt.Errorf("run Aggregate function alias error: %s", err)
  83. }
  84. }
  85. case xsql.WindowTuplesSet:
  86. if len(input) != 1 {
  87. return fmt.Errorf("run Aggregate function alias error: the input WindowTuplesSet with multiple tuples cannot be evaluated)")
  88. }
  89. if err := p.calculateAlias(&input[0].Tuples[0], input, fv, afv); err != nil {
  90. return fmt.Errorf("run Aggregate function alias error: %s", err)
  91. }
  92. case xsql.JoinTupleSets:
  93. if err := p.calculateAlias(&input[0], input, fv, afv); err != nil {
  94. return fmt.Errorf("run Aggregate function alias error: %s", err)
  95. }
  96. default:
  97. return fmt.Errorf("run Aggregate function alias error: invalid input %[1]T(%[1]v)", input)
  98. }
  99. }
  100. return grouped
  101. }
  102. func (p *AggregatePlan) calculateAlias(tuple xsql.DataValuer, agg xsql.AggregateData, fv *xsql.FunctionValuer, afv *xsql.AggregateFunctionValuer) error {
  103. afv.SetData(agg)
  104. ve := &xsql.ValuerEval{Valuer: xsql.MultiAggregateValuer(agg, fv, tuple, fv, afv, &xsql.WildcardValuer{Data: tuple})}
  105. for _, f := range p.Alias {
  106. v := ve.Eval(f.Expr)
  107. err := setTuple(tuple, f.AName, v)
  108. if err != nil {
  109. return err
  110. }
  111. }
  112. return nil
  113. }
  114. func setTuple(tuple xsql.DataValuer, name string, value interface{}) error {
  115. switch t := tuple.(type) {
  116. case *xsql.Tuple:
  117. t.Message[name] = value
  118. case *xsql.JoinTuple:
  119. t.Tuples[0].Message[name] = value
  120. default:
  121. return fmt.Errorf("invalid tuple to set alias")
  122. }
  123. return nil
  124. }