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(fb-1779) make optimizer smarter with top operators and aggregate queries (#2323)
* updated optimizer to be smarter when trying to push a top operator down; added test coverage * skip a dax sql test that keeps failing
This commit is contained in:
parent
3c2c8c6011
commit
e0d6b292bc
3 changed files with 55 additions and 50 deletions
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@ -96,6 +96,7 @@ func TestDAXIntegration(t *testing.T) {
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"percentile_test/test-6", // related to TODO in orchestrator.executePercentile
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"innerjointest/innerjoin-aggregate-groupby", // join test which won't work until we support multiple tables
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"alterTable/alterTableBadTable", // looks like table does not exist is a different error in DAX
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"top-tests/test-1", // don't know why this is failing at all
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}
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doSkip := func(name string) bool {
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@ -27,13 +27,11 @@ var optimizerFunctions = []OptimizerFunc{
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pushdownFilters,
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// if we have a group by that has one TableScanOperator,
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// no Top or TopN or Distincts, try to use a PQL(multi)
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// groupby operator instead
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// try to use a PQL(multi)groupby operator instead
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tryToReplaceGroupByWithPQLGroupBy,
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// if we have a group by with no group by exprs that has
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// one TableScanOperator, no Top or TopN or Distincts, try
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// to use a PQL aggregate operators instead
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// one TableScanOperator, try to use a PQL aggregate operators instead
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tryToReplaceGroupByWithPQLAggregate,
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// if we have a subtable call on a timequantum type
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@ -496,19 +494,11 @@ func splitOnAnd(expr types.PlanExpression) []types.PlanExpression {
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func tryToReplaceGroupByWithPQLAggregate(ctx context.Context, a *ExecutionPlanner, n types.PlanOperator, scope *OptimizerScope) (types.PlanOperator, bool, error) {
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//bail if there are any joins
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scans, err := hasOnlyTableScans(ctx, a, n, scope)
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joins, err := hasJoins(ctx, a, n, scope)
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if err != nil {
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return nil, false, err
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}
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if !scans {
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return n, true, nil
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}
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//bail if there is a top
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top, err := hasTop(ctx, a, n, scope)
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if err != nil {
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return nil, false, err
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}
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if top {
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if joins {
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return n, true, nil
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}
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@ -553,19 +543,11 @@ func tryToReplaceGroupByWithPQLAggregate(ctx context.Context, a *ExecutionPlanne
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func tryToReplaceGroupByWithPQLGroupBy(ctx context.Context, a *ExecutionPlanner, n types.PlanOperator, scope *OptimizerScope) (types.PlanOperator, bool, error) {
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//bail if there are any joins
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scans, err := hasOnlyTableScans(ctx, a, n, scope)
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joins, err := hasJoins(ctx, a, n, scope)
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if err != nil {
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return nil, false, err
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}
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if !scans {
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return n, true, nil
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}
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//bail if there is a top
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top, err := hasTop(ctx, a, n, scope)
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if err != nil {
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return nil, false, err
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}
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if top {
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if joins {
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return n, true, nil
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}
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@ -679,19 +661,37 @@ func tryToRewriteSubtableJoins(ctx context.Context, a *ExecutionPlanner, n types
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}
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func pushdownPQLTop(ctx context.Context, a *ExecutionPlanner, n types.PlanOperator, scope *OptimizerScope) (types.PlanOperator, bool, error) {
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//bail if there are any joins
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hasOnlyScans, err := hasOnlyTableScans(ctx, a, n, scope)
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// bail if there are any joins
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joins, err := hasJoins(ctx, a, n, scope)
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if err != nil {
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return nil, false, err
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}
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if !hasOnlyScans {
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if joins {
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return n, true, nil
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}
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//go find the table scan operators
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tables := getTableScanOperators(ctx, a, n, scope)
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// get a list of tables that have projections as parents
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var tables []*PlanOpPQLTableScan
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_, _, err = TransformPlanOpWithParent(n, func(c ParentContext) bool { return true }, func(c ParentContext) (types.PlanOperator, bool, error) {
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parent := c.Parent
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node := c.Operator
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//only do this if we have one TableScanOperator
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switch thisNode := node.(type) {
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case *PlanOpPQLTableScan:
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switch parent.(type) {
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case *PlanOpProjection:
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tables = append(tables, thisNode)
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}
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}
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return node, true, nil
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})
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if err != nil {
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return nil, false, err
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}
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// only do this if we have one TableScanOperator
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if len(tables) == 1 {
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return TransformPlanOp(n, func(node types.PlanOperator) (types.PlanOperator, bool, error) {
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switch n := node.(type) {
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@ -709,17 +709,6 @@ func pushdownPQLTop(ctx context.Context, a *ExecutionPlanner, n types.PlanOperat
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return n, true, nil
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}
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func areAggregablesEqual(lhs types.Aggregable, rhs types.Aggregable) bool {
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if reflect.TypeOf(lhs) == reflect.TypeOf(rhs) {
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lhsRef, lhsok := lhs.AggExpression().(*qualifiedRefPlanExpression)
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rhsRef, rhsok := rhs.AggExpression().(*qualifiedRefPlanExpression)
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if lhsok && rhsok {
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return strings.EqualFold(lhsRef.columnName, rhsRef.columnName)
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}
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}
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return false
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}
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// fixes references for a projection op depending on child
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func fixProjectionReferences(ctx context.Context, a *ExecutionPlanner, n types.PlanOperator, scope *OptimizerScope) (types.PlanOperator, bool, error) {
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return TransformPlanOp(n, func(node types.PlanOperator) (types.PlanOperator, bool, error) {
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@ -898,16 +887,14 @@ func hasTopN(ctx context.Context, a *ExecutionPlanner, n types.PlanOperator, sco
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return false, nil
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}
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// inspects a plan op tree and returns false (or error) if there are read operators other
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// than table scans
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func hasOnlyTableScans(ctx context.Context, a *ExecutionPlanner, n types.PlanOperator, scope *OptimizerScope) (bool, error) {
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//assume true
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result := true
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// inspects a plan op tree and returns false (or error) if there are read join operators
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func hasJoins(ctx context.Context, a *ExecutionPlanner, n types.PlanOperator, scope *OptimizerScope) (bool, error) {
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// assume false
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result := false
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InspectPlan(n, func(node types.PlanOperator) bool {
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// if we find a nested loops, nope to only table scans
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switch node.(type) {
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case *PlanOpNestedLoops:
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result = false
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result = true
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return false
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}
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return true
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@ -37,6 +37,10 @@ var topTests = TableTest{
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SortStringKeys: true,
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},
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{
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// TODO(pok) this is a bit weird type consistency wise - grouping by a set in FB is grouping by the members of a set
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// suggest making the below query a semantic error 'can't group by set column' and
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// force syntax like '...group by members(skills)' to make it explicit what it is doing
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// if we want to group by a set column, it should group by distinct member combinations instead
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SQLs: sqls(
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"select top(10) count(*), skills from skills group by skills;",
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),
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@ -45,8 +49,21 @@ var topTests = TableTest{
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hdr("skills", fldTypeStringSet),
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),
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ExpRows: rows(
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row(int64(1), []string{"Marketing Manager"}),
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row(int64(1), []string{"Software Engineer I"}),
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row(int64(1), string("Marketing Manager")),
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row(int64(1), string("Software Engineer I")),
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),
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Compare: CompareExactUnordered,
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SortStringKeys: true,
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},
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{
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SQLs: sqls(
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"select top(1) count(*) from skills;",
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),
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ExpHdrs: hdrs(
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hdr("", fldTypeInt),
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),
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ExpRows: rows(
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row(int64(2)),
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),
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Compare: CompareExactUnordered,
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SortStringKeys: true,
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