Github user sudheeshkatkam commented on a diff in the pull request: https://github.com/apache/drill/pull/639#discussion_r86073971 --- Diff: exec/java-exec/src/main/java/org/apache/drill/exec/planner/fragment/LocalAffinityFragmentParallelizer.java --- @@ -0,0 +1,149 @@ +/** + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * <p/> + * http://www.apache.org/licenses/LICENSE-2.0 + * <p/> + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.drill.exec.planner.fragment; + +import com.google.common.collect.Lists; +import org.apache.drill.exec.physical.EndpointAffinity; +import org.apache.drill.exec.physical.PhysicalOperatorSetupException; +import org.apache.drill.exec.proto.CoordinationProtos.DrillbitEndpoint; + +import java.util.Map; +import java.util.List; +import java.util.Collection; +import java.util.HashMap; + + +/** + * Implementation of {@link FragmentParallelizer} where fragment has zero or more endpoints. + * This is for Parquet Scan Fragments only. Fragment placement is done preferring strict + * data locality. + */ +public class LocalAffinityFragmentParallelizer implements FragmentParallelizer { + public static final LocalAffinityFragmentParallelizer INSTANCE = new LocalAffinityFragmentParallelizer(); + + @Override + public void parallelizeFragment(final Wrapper fragmentWrapper, final ParallelizationParameters parameters, final Collection<DrillbitEndpoint> activeEndpoints) throws PhysicalOperatorSetupException { + + // Find the parallelization width of fragment + final Stats stats = fragmentWrapper.getStats(); + final ParallelizationInfo parallelizationInfo = stats.getParallelizationInfo(); + + // 1. Find the parallelization based on cost. Use max cost of all operators in this fragment; this is consistent + // with the calculation that ExcessiveExchangeRemover uses. + int width = (int) Math.ceil(stats.getMaxCost() / parameters.getSliceTarget()); + + // 2. Cap the parallelization width by fragment level width limit and system level per query width limit + width = Math.min(width, Math.min(parallelizationInfo.getMaxWidth(), parameters.getMaxGlobalWidth())); + + // 3. Cap the parallelization width by system level per node width limit + width = Math.min(width, parameters.getMaxWidthPerNode() * activeEndpoints.size()); + + // 4. Make sure width is at least the min width enforced by operators + width = Math.max(parallelizationInfo.getMinWidth(), width); + + // 5. Make sure width is at most the max width enforced by operators + width = Math.min(parallelizationInfo.getMaxWidth(), width); + + // 6: Finally make sure the width is at least one + width = Math.max(1, width); + + List<DrillbitEndpoint> endpointPool = Lists.newArrayList(); + List<DrillbitEndpoint> assignedEndPoints = Lists.newArrayList(); + + Map<DrillbitEndpoint, EndpointAffinity> endpointAffinityMap = + fragmentWrapper.getStats().getParallelizationInfo().getEndpointAffinityMap(); + + int totalAssigned = 0; + int totalWorkUnits = 0; + + // Get the total number of work units and list of endPoints to schedule fragments on + for (Map.Entry<DrillbitEndpoint, EndpointAffinity> epAff : endpointAffinityMap.entrySet()) { + if (epAff.getValue().getNumLocalWorkUnits() > 0) { + totalWorkUnits += epAff.getValue().getNumLocalWorkUnits(); + endpointPool.add(epAff.getKey()); + } + } + + // Keep track of number of fragments allocated to each endpoint. + Map<DrillbitEndpoint, Integer> endpointAssignments = new HashMap<>(); + + // Keep track of how many more to assign to each endpoint. + Map<DrillbitEndpoint, Integer> remainingEndpointAssignments = new HashMap<>(); + + // Calculate the target allocation for each endPoint based on work it has to do + // Assign one fragment (minimum) to all the endPoints in the pool. + for (DrillbitEndpoint ep : endpointPool) { + int targetAllocation = (int) Math.ceil(endpointAffinityMap.get(ep).getNumLocalWorkUnits() * width / parallelizationInfo.getMaxWidth()); + assignedEndPoints.add(ep); + totalAssigned++; + remainingEndpointAssignments.put(ep, targetAllocation-1); + endpointAssignments.put(ep, 1); + } + + // Keep allocating from endpoints in a round robin fashion upto + // max(targetAllocation, maxwidthPerNode) for each endpoint and + // upto width for all together. + while(totalAssigned < width) { + int assignedThisRound = 0; + for (DrillbitEndpoint ep : endpointPool) { + if (remainingEndpointAssignments.get(ep) > 0 && --- End diff -- get value once into local var (and reuse)
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