Examples with AggregateOperator org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator used on opensource projects

Example 21 with AggregateOperator

use of org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator in project asterixdb by apache.

the class AggregatePOperator method contributeRuntimeOperator.

@Override
public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op, IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema) throws AlgebricksException {
    AggregateOperator aggOp = (AggregateOperator) op;
    List<LogicalVariable> variables = aggOp.getVariables();
    List<Mutable<ILogicalExpression>> expressions = aggOp.getExpressions();
    int[] outColumns = new int[variables.size()];
    for (int i = 0; i < outColumns.length; i++) {
        outColumns[i] = opSchema.findVariable(variables.get(i));
    }
    IAggregateEvaluatorFactory[] aggFactories = new IAggregateEvaluatorFactory[expressions.size()];
    IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
    for (int i = 0; i < aggFactories.length; i++) {
        AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) expressions.get(i).getValue();
        aggFactories[i] = expressionRuntimeProvider.createAggregateFunctionFactory(aggFun, context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas, context);
    }
    AggregateRuntimeFactory runtime = new AggregateRuntimeFactory(aggFactories);
    // contribute one Asterix framewriter
    RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
    builder.contributeMicroOperator(aggOp, runtime, recDesc);
    // and contribute one edge from its child
    ILogicalOperator src = aggOp.getInputs().get(0).getValue();
    builder.contributeGraphEdge(src, 0, aggOp, 0);
}

Example 22 with AggregateOperator

use of org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator in project asterixdb by apache.

the class IntroduceGroupByForSubplanRule method rewritePost.

@Override
public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
    AbstractLogicalOperator op0 = (AbstractLogicalOperator) opRef.getValue();
    if (op0.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
        return false;
    }
    SubplanOperator subplan = (SubplanOperator) op0;
    Iterator<ILogicalPlan> plansIter = subplan.getNestedPlans().iterator();
    ILogicalPlan p = null;
    while (plansIter.hasNext()) {
        p = plansIter.next();
    }
    if (p == null) {
        return false;
    }
    if (p.getRoots().size() != 1) {
        return false;
    }
    Mutable<ILogicalOperator> subplanRoot = p.getRoots().get(0);
    AbstractLogicalOperator op1 = (AbstractLogicalOperator) subplanRoot.getValue();
    Mutable<ILogicalOperator> botRef = subplanRoot;
    AbstractLogicalOperator op2;
    // Project is optional
    if (op1.getOperatorTag() != LogicalOperatorTag.PROJECT) {
        op2 = op1;
    } else {
        ProjectOperator project = (ProjectOperator) op1;
        botRef = project.getInputs().get(0);
        op2 = (AbstractLogicalOperator) botRef.getValue();
    }
    if (op2.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
        return false;
    }
    AggregateOperator aggregate = (AggregateOperator) op2;
    Set<LogicalVariable> free = new HashSet<LogicalVariable>();
    VariableUtilities.getUsedVariables(aggregate, free);
    Mutable<ILogicalOperator> op3Ref = aggregate.getInputs().get(0);
    AbstractLogicalOperator op3 = (AbstractLogicalOperator) op3Ref.getValue();
    while (op3.getInputs().size() == 1) {
        Set<LogicalVariable> prod = new HashSet<LogicalVariable>();
        VariableUtilities.getProducedVariables(op3, prod);
        free.removeAll(prod);
        VariableUtilities.getUsedVariables(op3, free);
        botRef = op3Ref;
        op3Ref = op3.getInputs().get(0);
        op3 = (AbstractLogicalOperator) op3Ref.getValue();
    }
    if (op3.getOperatorTag() != LogicalOperatorTag.INNERJOIN && op3.getOperatorTag() != LogicalOperatorTag.LEFTOUTERJOIN) {
        return false;
    }
    AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op3;
    if (join.getCondition().getValue() == ConstantExpression.TRUE) {
        return false;
    }
    VariableUtilities.getUsedVariables(join, free);
    AbstractLogicalOperator b0 = (AbstractLogicalOperator) join.getInputs().get(0).getValue();
    // see if there's an NTS at the end of the pipeline
    NestedTupleSourceOperator outerNts = getNts(b0);
    if (outerNts == null) {
        AbstractLogicalOperator b1 = (AbstractLogicalOperator) join.getInputs().get(1).getValue();
        outerNts = getNts(b1);
        if (outerNts == null) {
            return false;
        }
    }
    Set<LogicalVariable> pkVars = computeGbyVars(outerNts, free, context);
    if (pkVars == null || pkVars.size() < 1) {
        // there is no non-trivial primary key, group-by keys are all live variables
        // that were produced by descendant or self
        ILogicalOperator subplanInput = subplan.getInputs().get(0).getValue();
        pkVars = new HashSet<LogicalVariable>();
        //get live variables
        VariableUtilities.getLiveVariables(subplanInput, pkVars);
        //get produced variables
        Set<LogicalVariable> producedVars = new HashSet<LogicalVariable>();
        VariableUtilities.getProducedVariablesInDescendantsAndSelf(subplanInput, producedVars);
        //retain the intersection
        pkVars.retainAll(producedVars);
    }
    AlgebricksConfig.ALGEBRICKS_LOGGER.fine("Found FD for introducing group-by: " + pkVars);
    Mutable<ILogicalOperator> rightRef = join.getInputs().get(1);
    LogicalVariable testForNull = null;
    AbstractLogicalOperator right = (AbstractLogicalOperator) rightRef.getValue();
    switch(right.getOperatorTag()) {
        case UNNEST:
            {
                UnnestOperator innerUnnest = (UnnestOperator) right;
                // Select [ $y != null ]
                testForNull = innerUnnest.getVariable();
                break;
            }
        case RUNNINGAGGREGATE:
            {
                ILogicalOperator inputToRunningAggregate = right.getInputs().get(0).getValue();
                Set<LogicalVariable> producedVars = new ListSet<LogicalVariable>();
                VariableUtilities.getProducedVariables(inputToRunningAggregate, producedVars);
                if (!producedVars.isEmpty()) {
                    // Select [ $y != null ]
                    testForNull = producedVars.iterator().next();
                }
                break;
            }
        case DATASOURCESCAN:
            {
                DataSourceScanOperator innerScan = (DataSourceScanOperator) right;
                // Select [ $y != null ]
                if (innerScan.getVariables().size() == 1) {
                    testForNull = innerScan.getVariables().get(0);
                }
                break;
            }
        default:
            break;
    }
    if (testForNull == null) {
        testForNull = context.newVar();
        AssignOperator tmpAsgn = new AssignOperator(testForNull, new MutableObject<ILogicalExpression>(ConstantExpression.TRUE));
        tmpAsgn.getInputs().add(new MutableObject<ILogicalOperator>(rightRef.getValue()));
        rightRef.setValue(tmpAsgn);
        context.computeAndSetTypeEnvironmentForOperator(tmpAsgn);
    }
    IFunctionInfo finfoEq = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.IS_MISSING);
    ILogicalExpression isNullTest = new ScalarFunctionCallExpression(finfoEq, new MutableObject<ILogicalExpression>(new VariableReferenceExpression(testForNull)));
    IFunctionInfo finfoNot = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.NOT);
    ScalarFunctionCallExpression nonNullTest = new ScalarFunctionCallExpression(finfoNot, new MutableObject<ILogicalExpression>(isNullTest));
    SelectOperator selectNonNull = new SelectOperator(new MutableObject<ILogicalExpression>(nonNullTest), false, null);
    GroupByOperator g = new GroupByOperator();
    Mutable<ILogicalOperator> newSubplanRef = new MutableObject<ILogicalOperator>(subplan);
    NestedTupleSourceOperator nts = new NestedTupleSourceOperator(new MutableObject<ILogicalOperator>(g));
    opRef.setValue(g);
    selectNonNull.getInputs().add(new MutableObject<ILogicalOperator>(nts));
    List<Mutable<ILogicalOperator>> prodInpList = botRef.getValue().getInputs();
    prodInpList.clear();
    prodInpList.add(new MutableObject<ILogicalOperator>(selectNonNull));
    ILogicalPlan gPlan = new ALogicalPlanImpl(new MutableObject<ILogicalOperator>(subplanRoot.getValue()));
    g.getNestedPlans().add(gPlan);
    subplanRoot.setValue(op3Ref.getValue());
    g.getInputs().add(newSubplanRef);
    HashSet<LogicalVariable> underVars = new HashSet<LogicalVariable>();
    VariableUtilities.getLiveVariables(subplan.getInputs().get(0).getValue(), underVars);
    underVars.removeAll(pkVars);
    Map<LogicalVariable, LogicalVariable> mappedVars = buildVarExprList(pkVars, context, g, g.getGroupByList());
    context.updatePrimaryKeys(mappedVars);
    for (LogicalVariable uv : underVars) {
        g.getDecorList().add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(null, new MutableObject<ILogicalExpression>(new VariableReferenceExpression(uv))));
    }
    OperatorPropertiesUtil.typeOpRec(subplanRoot, context);
    OperatorPropertiesUtil.typeOpRec(gPlan.getRoots().get(0), context);
    context.computeAndSetTypeEnvironmentForOperator(g);
    return true;
}

Example 23 with AggregateOperator

use of org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator in project asterixdb by apache.

the class CancelUnnestWithNestedListifyRule method applies.

private boolean applies(Mutable<ILogicalOperator> opRef, Set<LogicalVariable> varUsedAbove, IOptimizationContext context) throws AlgebricksException {
    AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
    if (op1.getOperatorTag() != LogicalOperatorTag.UNNEST) {
        return false;
    }
    UnnestOperator unnest1 = (UnnestOperator) op1;
    ILogicalExpression expr = unnest1.getExpressionRef().getValue();
    LogicalVariable unnestedVar;
    switch(expr.getExpressionTag()) {
        case VARIABLE:
            unnestedVar = ((VariableReferenceExpression) expr).getVariableReference();
            break;
        case FUNCTION_CALL:
            if (((AbstractFunctionCallExpression) expr).getFunctionIdentifier() != BuiltinFunctions.SCAN_COLLECTION) {
                return false;
            }
            AbstractFunctionCallExpression functionCall = (AbstractFunctionCallExpression) expr;
            ILogicalExpression functionCallArgExpr = functionCall.getArguments().get(0).getValue();
            if (functionCallArgExpr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
                return false;
            }
            unnestedVar = ((VariableReferenceExpression) functionCallArgExpr).getVariableReference();
            break;
        default:
            return false;
    }
    if (varUsedAbove.contains(unnestedVar)) {
        return false;
    }
    Mutable<ILogicalOperator> opRef2 = op1.getInputs().get(0);
    AbstractLogicalOperator r = (AbstractLogicalOperator) opRef2.getValue();
    if (r.getOperatorTag() != LogicalOperatorTag.GROUP) {
        return false;
    }
    // go inside of a group-by plan
    GroupByOperator gby = (GroupByOperator) r;
    if (gby.getNestedPlans().size() != 1) {
        return false;
    }
    if (gby.getNestedPlans().get(0).getRoots().size() != 1) {
        return false;
    }
    AbstractLogicalOperator nestedPlanRoot = (AbstractLogicalOperator) gby.getNestedPlans().get(0).getRoots().get(0).getValue();
    if (nestedPlanRoot.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
        return false;
    }
    AggregateOperator agg = (AggregateOperator) nestedPlanRoot;
    Mutable<ILogicalOperator> aggInputOpRef = agg.getInputs().get(0);
    if (agg.getVariables().size() > 1) {
        return false;
    }
    if (OperatorManipulationUtil.ancestorOfOperators(agg, ImmutableSet.of(LogicalOperatorTag.LIMIT, LogicalOperatorTag.ORDER, LogicalOperatorTag.GROUP, LogicalOperatorTag.DISTINCT))) {
        return false;
    }
    LogicalVariable aggVar = agg.getVariables().get(0);
    ILogicalExpression aggFun = agg.getExpressions().get(0).getValue();
    if (!aggVar.equals(unnestedVar) || ((AbstractLogicalExpression) aggFun).getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
        return false;
    }
    AbstractFunctionCallExpression f = (AbstractFunctionCallExpression) aggFun;
    if (!BuiltinFunctions.LISTIFY.equals(f.getFunctionIdentifier())) {
        return false;
    }
    if (f.getArguments().size() != 1) {
        return false;
    }
    ILogicalExpression arg0 = f.getArguments().get(0).getValue();
    if (((AbstractLogicalExpression) arg0).getExpressionTag() != LogicalExpressionTag.VARIABLE) {
        return false;
    }
    LogicalVariable paramVar = ((VariableReferenceExpression) arg0).getVariableReference();
    ArrayList<LogicalVariable> assgnVars = new ArrayList<LogicalVariable>(1);
    assgnVars.add(unnest1.getVariable());
    ArrayList<Mutable<ILogicalExpression>> assgnExprs = new ArrayList<Mutable<ILogicalExpression>>(1);
    assgnExprs.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(paramVar)));
    AssignOperator assign = new AssignOperator(assgnVars, assgnExprs);
    LogicalVariable posVar = unnest1.getPositionalVariable();
    if (posVar == null) {
        // Creates assignment for group-by keys.
        ArrayList<LogicalVariable> gbyKeyAssgnVars = new ArrayList<LogicalVariable>();
        ArrayList<Mutable<ILogicalExpression>> gbyKeyAssgnExprs = new ArrayList<Mutable<ILogicalExpression>>();
        for (int i = 0; i < gby.getGroupByList().size(); i++) {
            if (gby.getGroupByList().get(i).first != null) {
                gbyKeyAssgnVars.add(gby.getGroupByList().get(i).first);
                gbyKeyAssgnExprs.add(gby.getGroupByList().get(i).second);
            }
        }
        // Moves the nested pipeline before aggregation out of the group-by op.
        Mutable<ILogicalOperator> bottomOpRef = aggInputOpRef;
        AbstractLogicalOperator bottomOp = (AbstractLogicalOperator) bottomOpRef.getValue();
        while (bottomOp.getOperatorTag() != LogicalOperatorTag.NESTEDTUPLESOURCE) {
            bottomOpRef = bottomOp.getInputs().get(0);
            bottomOp = (AbstractLogicalOperator) bottomOpRef.getValue();
        }
        // Removes the group-by operator.
        opRef.setValue(assign);
        assign.getInputs().add(aggInputOpRef);
        AssignOperator gbyKeyAssign = new AssignOperator(gbyKeyAssgnVars, gbyKeyAssgnExprs);
        gbyKeyAssign.getInputs().add(gby.getInputs().get(0));
        bottomOpRef.setValue(gbyKeyAssign);
        context.computeAndSetTypeEnvironmentForOperator(gbyKeyAssign);
        context.computeAndSetTypeEnvironmentForOperator(assign);
    } else {
        // if positional variable is used in unnest, the unnest will be pushed into the group-by as a running-aggregate
        // First create assign for the unnest variable
        List<LogicalVariable> nestedAssignVars = new ArrayList<LogicalVariable>();
        List<Mutable<ILogicalExpression>> nestedAssignExprs = new ArrayList<Mutable<ILogicalExpression>>();
        nestedAssignVars.add(unnest1.getVariable());
        nestedAssignExprs.add(new MutableObject<ILogicalExpression>(arg0));
        AssignOperator nestedAssign = new AssignOperator(nestedAssignVars, nestedAssignExprs);
        nestedAssign.getInputs().add(opRef2);
        // Then create running aggregation for the positional variable
        List<LogicalVariable> raggVars = new ArrayList<LogicalVariable>();
        List<Mutable<ILogicalExpression>> raggExprs = new ArrayList<Mutable<ILogicalExpression>>();
        raggVars.add(posVar);
        StatefulFunctionCallExpression fce = new StatefulFunctionCallExpression(FunctionUtil.getFunctionInfo(BuiltinFunctions.TID), UnpartitionedPropertyComputer.INSTANCE);
        raggExprs.add(new MutableObject<ILogicalExpression>(fce));
        RunningAggregateOperator raggOp = new RunningAggregateOperator(raggVars, raggExprs);
        raggOp.setExecutionMode(unnest1.getExecutionMode());
        RunningAggregatePOperator raggPOp = new RunningAggregatePOperator();
        raggOp.setPhysicalOperator(raggPOp);
        raggOp.getInputs().add(nestedPlanRoot.getInputs().get(0));
        gby.getNestedPlans().get(0).getRoots().set(0, new MutableObject<ILogicalOperator>(raggOp));
        opRef.setValue(nestedAssign);
        context.computeAndSetTypeEnvironmentForOperator(nestedAssign);
        context.computeAndSetTypeEnvironmentForOperator(raggOp);
        context.computeAndSetTypeEnvironmentForOperator(gby);
    }
    return true;
}

Example 24 with AggregateOperator

use of org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator in project asterixdb by apache.

the class ListifyUnnestingFunctionRule method listifyUnnestingFunction.

// Performs the actual logical transformation.
private boolean listifyUnnestingFunction(ILogicalOperator op, Mutable<ILogicalExpression> exprRef, AbstractFunctionCallExpression func, IOptimizationContext context) throws AlgebricksException {
    IFunctionInfo functionInfo = func.getFunctionInfo();
    // Checks if the function is an unnesting function.
    if (!BuiltinFunctions.isBuiltinUnnestingFunction(functionInfo.getFunctionIdentifier())) {
        return false;
    }
    // Generates the listified collection in a subplan.
    SubplanOperator subplanOperator = new SubplanOperator();
    // Creates a nested tuple source operator.
    NestedTupleSourceOperator ntsOperator = new NestedTupleSourceOperator(new MutableObject<>(subplanOperator));
    // Unnests the dataset.
    LogicalVariable unnestVar = context.newVar();
    ILogicalExpression unnestExpr = new UnnestingFunctionCallExpression(functionInfo, func.getArguments());
    UnnestOperator unnestOperator = new UnnestOperator(unnestVar, new MutableObject<>(unnestExpr));
    unnestOperator.getInputs().add(new MutableObject<>(ntsOperator));
    // Listify the dataset into one collection.
    LogicalVariable aggVar = context.newVar();
    Mutable<ILogicalExpression> aggArgExprRef = new MutableObject<>(new VariableReferenceExpression(unnestVar));
    ILogicalExpression aggExpr = new AggregateFunctionCallExpression(FunctionUtil.getFunctionInfo(BuiltinFunctions.LISTIFY), false, new ArrayList<>(Collections.singletonList(aggArgExprRef)));
    AggregateOperator aggregateOperator = new AggregateOperator(new ArrayList<>(Collections.singletonList(aggVar)), new ArrayList<>(Collections.singletonList(new MutableObject<>(aggExpr))));
    aggregateOperator.getInputs().add(new MutableObject<>(unnestOperator));
    // Adds the aggregate operator as the root of the subplan.
    subplanOperator.setRootOp(new MutableObject<>(aggregateOperator));
    // Sticks a subplan operator into the query plan.
    // Note: given the way we compile JOINs, the unnesting function expression cannot appear in
    // any binary operators.
    // Example test queries:
    // asterixdb/asterix-app/src/test/resources/runtimets/results/list/query-ASTERIXDB-159-2
    // asterixdb/asterix-app/src/test/resources/runtimets/results/list/query-ASTERIXDB-159-3
    subplanOperator.getInputs().add(op.getInputs().get(0));
    op.getInputs().set(0, new MutableObject<>(subplanOperator));
    exprRef.setValue(new VariableReferenceExpression(aggVar));
    // Computes type environments for new operators.
    context.computeAndSetTypeEnvironmentForOperator(ntsOperator);
    context.computeAndSetTypeEnvironmentForOperator(unnestOperator);
    context.computeAndSetTypeEnvironmentForOperator(aggregateOperator);
    context.computeAndSetTypeEnvironmentForOperator(subplanOperator);
    return true;
}

Example 25 with AggregateOperator

use of org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator in project asterixdb by apache.

the class PushAggFuncIntoStandaloneAggregateRule method pushAggregateFunctionThroughJoin.

/**
     * Does the actual push of aggregates for qualified joins.
     *
     * @param join
     * @param assignOp
     *            that contains aggregate function calls.
     * @param context
     * @throws AlgebricksException
     */
private void pushAggregateFunctionThroughJoin(AbstractBinaryJoinOperator join, AssignOperator assignOp, IOptimizationContext context) throws AlgebricksException {
    for (Mutable<ILogicalOperator> branchRef : join.getInputs()) {
        AbstractLogicalOperator branch = (AbstractLogicalOperator) branchRef.getValue();
        if (branch.getOperatorTag() == LogicalOperatorTag.AGGREGATE) {
            AggregateOperator aggOp = (AggregateOperator) branch;
            pushAggregateFunction(aggOp, assignOp, context);
        } else if (branch.getOperatorTag() == LogicalOperatorTag.INNERJOIN || branch.getOperatorTag() == LogicalOperatorTag.LEFTOUTERJOIN) {
            AbstractBinaryJoinOperator childJoin = (AbstractBinaryJoinOperator) branch;
            pushAggregateFunctionThroughJoin(childJoin, assignOp, context);
        }
    }
}