Examples with RequestedGlobalProperties org.apache.flink.optimizer.dataproperties.RequestedGlobalProperties used on opensource projects

Example 21 with RequestedGlobalProperties

use of org.apache.flink.optimizer.dataproperties.RequestedGlobalProperties in project flink by apache.

the class DataSinkNode method computeInterestingPropertiesForInputs.

@Override
public void computeInterestingPropertiesForInputs(CostEstimator estimator) {
    final InterestingProperties iProps = new InterestingProperties();
    {
        final RequestedGlobalProperties partitioningProps = new RequestedGlobalProperties();
        iProps.addGlobalProperties(partitioningProps);
    }
    {
        final Ordering localOrder = getOperator().getLocalOrder();
        final RequestedLocalProperties orderProps = new RequestedLocalProperties();
        if (localOrder != null) {
            orderProps.setOrdering(localOrder);
        }
        iProps.addLocalProperties(orderProps);
    }
    this.input.setInterestingProperties(iProps);
}

Example 22 with RequestedGlobalProperties

use of org.apache.flink.optimizer.dataproperties.RequestedGlobalProperties in project flink by apache.

the class TwoInputNode method getAlternativePlans.

@Override
public List<PlanNode> getAlternativePlans(CostEstimator estimator) {
    // check if we have a cached version
    if (this.cachedPlans != null) {
        return this.cachedPlans;
    }
    boolean childrenSkippedDueToReplicatedInput = false;
    // step down to all producer nodes and calculate alternative plans
    final List<? extends PlanNode> subPlans1 = getFirstPredecessorNode().getAlternativePlans(estimator);
    final List<? extends PlanNode> subPlans2 = getSecondPredecessorNode().getAlternativePlans(estimator);
    // calculate alternative sub-plans for predecessor
    final Set<RequestedGlobalProperties> intGlobal1 = this.input1.getInterestingProperties().getGlobalProperties();
    final Set<RequestedGlobalProperties> intGlobal2 = this.input2.getInterestingProperties().getGlobalProperties();
    // calculate alternative sub-plans for broadcast inputs
    final List<Set<? extends NamedChannel>> broadcastPlanChannels = new ArrayList<Set<? extends NamedChannel>>();
    List<DagConnection> broadcastConnections = getBroadcastConnections();
    List<String> broadcastConnectionNames = getBroadcastConnectionNames();
    for (int i = 0; i < broadcastConnections.size(); i++) {
        DagConnection broadcastConnection = broadcastConnections.get(i);
        String broadcastConnectionName = broadcastConnectionNames.get(i);
        List<PlanNode> broadcastPlanCandidates = broadcastConnection.getSource().getAlternativePlans(estimator);
        // wrap the plan candidates in named channels
        HashSet<NamedChannel> broadcastChannels = new HashSet<NamedChannel>(broadcastPlanCandidates.size());
        for (PlanNode plan : broadcastPlanCandidates) {
            final NamedChannel c = new NamedChannel(broadcastConnectionName, plan);
            DataExchangeMode exMode = DataExchangeMode.select(broadcastConnection.getDataExchangeMode(), ShipStrategyType.BROADCAST, broadcastConnection.isBreakingPipeline());
            c.setShipStrategy(ShipStrategyType.BROADCAST, exMode);
            broadcastChannels.add(c);
        }
        broadcastPlanChannels.add(broadcastChannels);
    }
    final GlobalPropertiesPair[] allGlobalPairs;
    final LocalPropertiesPair[] allLocalPairs;
    {
        Set<GlobalPropertiesPair> pairsGlob = new HashSet<GlobalPropertiesPair>();
        Set<LocalPropertiesPair> pairsLoc = new HashSet<LocalPropertiesPair>();
        for (OperatorDescriptorDual ods : getProperties()) {
            pairsGlob.addAll(ods.getPossibleGlobalProperties());
            pairsLoc.addAll(ods.getPossibleLocalProperties());
        }
        allGlobalPairs = pairsGlob.toArray(new GlobalPropertiesPair[pairsGlob.size()]);
        allLocalPairs = pairsLoc.toArray(new LocalPropertiesPair[pairsLoc.size()]);
    }
    final ArrayList<PlanNode> outputPlans = new ArrayList<PlanNode>();
    final ExecutionMode input1Mode = this.input1.getDataExchangeMode();
    final ExecutionMode input2Mode = this.input2.getDataExchangeMode();
    final int parallelism = getParallelism();
    final int inParallelism1 = getFirstPredecessorNode().getParallelism();
    final int inParallelism2 = getSecondPredecessorNode().getParallelism();
    final boolean dopChange1 = parallelism != inParallelism1;
    final boolean dopChange2 = parallelism != inParallelism2;
    final boolean input1breaksPipeline = this.input1.isBreakingPipeline();
    final boolean input2breaksPipeline = this.input2.isBreakingPipeline();
    // create all candidates
    for (PlanNode child1 : subPlans1) {
        if (child1.getGlobalProperties().isFullyReplicated()) {
            // fully replicated input is always locally forwarded if parallelism is not changed
            if (dopChange1) {
                // can not continue with this child
                childrenSkippedDueToReplicatedInput = true;
                continue;
            } else {
                this.input1.setShipStrategy(ShipStrategyType.FORWARD);
            }
        }
        for (PlanNode child2 : subPlans2) {
            if (child2.getGlobalProperties().isFullyReplicated()) {
                // fully replicated input is always locally forwarded if parallelism is not changed
                if (dopChange2) {
                    // can not continue with this child
                    childrenSkippedDueToReplicatedInput = true;
                    continue;
                } else {
                    this.input2.setShipStrategy(ShipStrategyType.FORWARD);
                }
            }
            // candidate at the joined branch plan. 
            if (!areBranchCompatible(child1, child2)) {
                continue;
            }
            for (RequestedGlobalProperties igps1 : intGlobal1) {
                // create a candidate channel for the first input. mark it cached, if the connection says so
                final Channel c1 = new Channel(child1, this.input1.getMaterializationMode());
                if (this.input1.getShipStrategy() == null) {
                    // free to choose the ship strategy
                    igps1.parameterizeChannel(c1, dopChange1, input1Mode, input1breaksPipeline);
                    // ship strategy preserves/establishes them even under changing parallelisms
                    if (dopChange1 && !c1.getShipStrategy().isNetworkStrategy()) {
                        c1.getGlobalProperties().reset();
                    }
                } else {
                    // ship strategy fixed by compiler hint
                    ShipStrategyType shipType = this.input1.getShipStrategy();
                    DataExchangeMode exMode = DataExchangeMode.select(input1Mode, shipType, input1breaksPipeline);
                    if (this.keys1 != null) {
                        c1.setShipStrategy(shipType, this.keys1.toFieldList(), exMode);
                    } else {
                        c1.setShipStrategy(shipType, exMode);
                    }
                    if (dopChange1) {
                        c1.adjustGlobalPropertiesForFullParallelismChange();
                    }
                }
                for (RequestedGlobalProperties igps2 : intGlobal2) {
                    // create a candidate channel for the first input. mark it cached, if the connection says so
                    final Channel c2 = new Channel(child2, this.input2.getMaterializationMode());
                    if (this.input2.getShipStrategy() == null) {
                        // free to choose the ship strategy
                        igps2.parameterizeChannel(c2, dopChange2, input2Mode, input2breaksPipeline);
                        // ship strategy preserves/establishes them even under changing parallelisms
                        if (dopChange2 && !c2.getShipStrategy().isNetworkStrategy()) {
                            c2.getGlobalProperties().reset();
                        }
                    } else {
                        // ship strategy fixed by compiler hint
                        ShipStrategyType shipType = this.input2.getShipStrategy();
                        DataExchangeMode exMode = DataExchangeMode.select(input2Mode, shipType, input2breaksPipeline);
                        if (this.keys2 != null) {
                            c2.setShipStrategy(shipType, this.keys2.toFieldList(), exMode);
                        } else {
                            c2.setShipStrategy(shipType, exMode);
                        }
                        if (dopChange2) {
                            c2.adjustGlobalPropertiesForFullParallelismChange();
                        }
                    }
                    outer: for (GlobalPropertiesPair gpp : allGlobalPairs) {
                        if (gpp.getProperties1().isMetBy(c1.getGlobalProperties()) && gpp.getProperties2().isMetBy(c2.getGlobalProperties())) {
                            for (OperatorDescriptorDual desc : getProperties()) {
                                if (desc.areCompatible(gpp.getProperties1(), gpp.getProperties2(), c1.getGlobalProperties(), c2.getGlobalProperties())) {
                                    Channel c1Clone = c1.clone();
                                    c1Clone.setRequiredGlobalProps(gpp.getProperties1());
                                    c2.setRequiredGlobalProps(gpp.getProperties2());
                                    // we form a valid combination, so create the local candidates
                                    // for this
                                    addLocalCandidates(c1Clone, c2, broadcastPlanChannels, igps1, igps2, outputPlans, allLocalPairs, estimator);
                                    break outer;
                                }
                            }
                        }
                    }
                    // so we can stop after the first
                    if (this.input2.getShipStrategy() != null) {
                        break;
                    }
                }
                // so we can stop after the first
                if (this.input1.getShipStrategy() != null) {
                    break;
                }
            }
        }
    }
    if (outputPlans.isEmpty()) {
        if (childrenSkippedDueToReplicatedInput) {
            throw new CompilerException("No plan meeting the requirements could be created @ " + this + ". Most likely reason: Invalid use of replicated input.");
        } else {
            throw new CompilerException("No plan meeting the requirements could be created @ " + this + ". Most likely reason: Too restrictive plan hints.");
        }
    }
    // cost and prune the plans
    for (PlanNode node : outputPlans) {
        estimator.costOperator(node);
    }
    prunePlanAlternatives(outputPlans);
    outputPlans.trimToSize();
    this.cachedPlans = outputPlans;
    return outputPlans;
}

Example 23 with RequestedGlobalProperties

use of org.apache.flink.optimizer.dataproperties.RequestedGlobalProperties in project flink by apache.

the class TwoInputNode method instantiate.

protected void instantiate(OperatorDescriptorDual operator, Channel in1, Channel in2, List<Set<? extends NamedChannel>> broadcastPlanChannels, List<PlanNode> target, CostEstimator estimator, RequestedGlobalProperties globPropsReq1, RequestedGlobalProperties globPropsReq2, RequestedLocalProperties locPropsReq1, RequestedLocalProperties locPropsReq2) {
    final PlanNode inputSource1 = in1.getSource();
    final PlanNode inputSource2 = in2.getSource();
    for (List<NamedChannel> broadcastChannelsCombination : Sets.cartesianProduct(broadcastPlanChannels)) {
        boolean validCombination = true;
        // check whether the broadcast inputs use the same plan candidate at the branching point
        for (int i = 0; i < broadcastChannelsCombination.size(); i++) {
            NamedChannel nc = broadcastChannelsCombination.get(i);
            PlanNode bcSource = nc.getSource();
            if (!(areBranchCompatible(bcSource, inputSource1) || areBranchCompatible(bcSource, inputSource2))) {
                validCombination = false;
                break;
            }
            // check branch compatibility against all other broadcast variables
            for (int k = 0; k < i; k++) {
                PlanNode otherBcSource = broadcastChannelsCombination.get(k).getSource();
                if (!areBranchCompatible(bcSource, otherBcSource)) {
                    validCombination = false;
                    break;
                }
            }
        }
        if (!validCombination) {
            continue;
        }
        placePipelineBreakersIfNecessary(operator.getStrategy(), in1, in2);
        DualInputPlanNode node = operator.instantiate(in1, in2, this);
        node.setBroadcastInputs(broadcastChannelsCombination);
        SemanticProperties semPropsGlobalPropFiltering = getSemanticPropertiesForGlobalPropertyFiltering();
        GlobalProperties gp1 = in1.getGlobalProperties().clone().filterBySemanticProperties(semPropsGlobalPropFiltering, 0);
        GlobalProperties gp2 = in2.getGlobalProperties().clone().filterBySemanticProperties(semPropsGlobalPropFiltering, 1);
        GlobalProperties combined = operator.computeGlobalProperties(gp1, gp2);
        SemanticProperties semPropsLocalPropFiltering = getSemanticPropertiesForLocalPropertyFiltering();
        LocalProperties lp1 = in1.getLocalProperties().clone().filterBySemanticProperties(semPropsLocalPropFiltering, 0);
        LocalProperties lp2 = in2.getLocalProperties().clone().filterBySemanticProperties(semPropsLocalPropFiltering, 1);
        LocalProperties locals = operator.computeLocalProperties(lp1, lp2);
        node.initProperties(combined, locals);
        node.updatePropertiesWithUniqueSets(getUniqueFields());
        target.add(node);
    }
}

Example 24 with RequestedGlobalProperties

use of org.apache.flink.optimizer.dataproperties.RequestedGlobalProperties in project flink by apache.

the class WorksetIterationNode method computeInterestingPropertiesForInputs.

@Override
public void computeInterestingPropertiesForInputs(CostEstimator estimator) {
    // our own solution (the solution set) is always partitioned and this cannot be adjusted
    // depending on what the successor to the workset iteration requests. for that reason,
    // we ignore incoming interesting properties.
    // in addition, we need to make 2 interesting property passes, because the root of the step function 
    // that computes the next workset needs the interesting properties as generated by the
    // workset source of the step function. the second pass concerns only the workset path.
    // as initial interesting properties, we have the trivial ones for the step function,
    // and partitioned on the solution set key for the solution set delta 
    RequestedGlobalProperties partitionedProperties = new RequestedGlobalProperties();
    partitionedProperties.setHashPartitioned(this.solutionSetKeyFields);
    InterestingProperties partitionedIP = new InterestingProperties();
    partitionedIP.addGlobalProperties(partitionedProperties);
    partitionedIP.addLocalProperties(new RequestedLocalProperties());
    this.nextWorksetRootConnection.setInterestingProperties(new InterestingProperties());
    this.solutionSetDeltaRootConnection.setInterestingProperties(partitionedIP.clone());
    InterestingPropertyVisitor ipv = new InterestingPropertyVisitor(estimator);
    this.nextWorkset.accept(ipv);
    this.solutionSetDelta.accept(ipv);
    // take the interesting properties of the partial solution and add them to the root interesting properties
    InterestingProperties worksetIntProps = this.worksetNode.getInterestingProperties();
    InterestingProperties intProps = new InterestingProperties();
    intProps.getGlobalProperties().addAll(worksetIntProps.getGlobalProperties());
    intProps.getLocalProperties().addAll(worksetIntProps.getLocalProperties());
    // clear all interesting properties to prepare the second traversal
    this.nextWorksetRootConnection.clearInterestingProperties();
    this.nextWorkset.accept(InterestingPropertiesClearer.INSTANCE);
    // 2nd pass
    this.nextWorksetRootConnection.setInterestingProperties(intProps);
    this.nextWorkset.accept(ipv);
    // now add the interesting properties of the workset to the workset input
    final InterestingProperties inProps = this.worksetNode.getInterestingProperties().clone();
    inProps.addGlobalProperties(new RequestedGlobalProperties());
    inProps.addLocalProperties(new RequestedLocalProperties());
    this.input2.setInterestingProperties(inProps);
    // the partial solution must be hash partitioned, so it has only that as interesting properties
    this.input1.setInterestingProperties(partitionedIP);
}

Example 25 with RequestedGlobalProperties

use of org.apache.flink.optimizer.dataproperties.RequestedGlobalProperties in project flink by apache.

the class CartesianProductDescriptor method createPossibleGlobalProperties.

@Override
protected List<GlobalPropertiesPair> createPossibleGlobalProperties() {
    ArrayList<GlobalPropertiesPair> pairs = new ArrayList<GlobalPropertiesPair>();
    if (this.allowBroadcastFirst) {
        // replicate first
        RequestedGlobalProperties replicated1 = new RequestedGlobalProperties();
        replicated1.setFullyReplicated();
        RequestedGlobalProperties any2 = new RequestedGlobalProperties();
        pairs.add(new GlobalPropertiesPair(replicated1, any2));
    }
    if (this.allowBroadcastSecond) {
        // replicate second
        RequestedGlobalProperties any1 = new RequestedGlobalProperties();
        RequestedGlobalProperties replicated2 = new RequestedGlobalProperties();
        replicated2.setFullyReplicated();
        pairs.add(new GlobalPropertiesPair(any1, replicated2));
    }
    return pairs;
}