LakshSingla commented on code in PR #16291: URL: https://github.com/apache/druid/pull/16291#discussion_r1637701728
########## extensions-core/multi-stage-query/src/main/java/org/apache/druid/msq/indexing/MSQCompactionRunner.java: ########## @@ -0,0 +1,508 @@ +/* + * 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 + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * 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.druid.msq.indexing; + +import com.fasterxml.jackson.annotation.JacksonInject; +import com.fasterxml.jackson.annotation.JsonIgnore; +import com.fasterxml.jackson.core.JsonProcessingException; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.google.common.collect.ImmutableList; +import com.google.inject.Injector; +import org.apache.druid.data.input.impl.DimensionSchema; +import org.apache.druid.error.InvalidInput; +import org.apache.druid.indexer.TaskStatus; +import org.apache.druid.indexer.partitions.DimensionRangePartitionsSpec; +import org.apache.druid.indexer.partitions.DynamicPartitionsSpec; +import org.apache.druid.indexer.partitions.PartitionsSpec; +import org.apache.druid.indexer.partitions.SecondaryPartitionType; +import org.apache.druid.indexing.common.TaskToolbox; +import org.apache.druid.indexing.common.task.CompactionRunner; +import org.apache.druid.indexing.common.task.CompactionTask; +import org.apache.druid.indexing.common.task.CurrentSubTaskHolder; +import org.apache.druid.java.util.common.NonnullPair; +import org.apache.druid.java.util.common.StringUtils; +import org.apache.druid.java.util.common.granularity.AllGranularity; +import org.apache.druid.java.util.common.granularity.Granularities; +import org.apache.druid.java.util.common.granularity.Granularity; +import org.apache.druid.java.util.common.granularity.PeriodGranularity; +import org.apache.druid.java.util.common.logger.Logger; +import org.apache.druid.math.expr.ExprMacroTable; +import org.apache.druid.msq.indexing.destination.DataSourceMSQDestination; +import org.apache.druid.msq.kernel.WorkerAssignmentStrategy; +import org.apache.druid.msq.util.MultiStageQueryContext; +import org.apache.druid.query.Druids; +import org.apache.druid.query.Query; +import org.apache.druid.query.QueryContext; +import org.apache.druid.query.TableDataSource; +import org.apache.druid.query.dimension.DefaultDimensionSpec; +import org.apache.druid.query.dimension.DimensionSpec; +import org.apache.druid.query.expression.TimestampFloorExprMacro; +import org.apache.druid.query.filter.DimFilter; +import org.apache.druid.query.groupby.GroupByQuery; +import org.apache.druid.query.groupby.orderby.OrderByColumnSpec; +import org.apache.druid.query.spec.MultipleIntervalSegmentSpec; +import org.apache.druid.segment.VirtualColumn; +import org.apache.druid.segment.VirtualColumns; +import org.apache.druid.segment.column.ColumnHolder; +import org.apache.druid.segment.column.ColumnType; +import org.apache.druid.segment.column.RowSignature; +import org.apache.druid.segment.indexing.DataSchema; +import org.apache.druid.segment.virtual.ExpressionVirtualColumn; +import org.apache.druid.sql.calcite.parser.DruidSqlInsert; +import org.apache.druid.sql.calcite.planner.ColumnMapping; +import org.apache.druid.sql.calcite.planner.ColumnMappings; +import org.joda.time.Interval; + +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Objects; +import java.util.stream.Collectors; + +public class MSQCompactionRunner implements CompactionRunner +{ + private static final Logger log = new Logger(MSQCompactionRunner.class); + private static final Granularity DEFAULT_SEGMENT_GRANULARITY = Granularities.ALL; + + private final ObjectMapper jsonMapper; + private final Injector injector; + + public static final String TIME_VIRTUAL_COLUMN = "__vTime"; + public static final String TIME_COLUMN = ColumnHolder.TIME_COLUMN_NAME; + + @JsonIgnore + private final CurrentSubTaskHolder currentSubTaskHolder = new CurrentSubTaskHolder( + (taskObject, config) -> { + final MSQControllerTask msqControllerTask = (MSQControllerTask) taskObject; + msqControllerTask.stopGracefully(config); + }); + + + public MSQCompactionRunner(@JacksonInject ObjectMapper jsonMapper, @JacksonInject Injector injector) + { + this.jsonMapper = jsonMapper; + this.injector = injector; + } + + @Override + public NonnullPair<Boolean, String> supportsCompactionSpec( + CompactionTask compactionTask + ) + { + if (compactionTask.getTuningConfig() != null) { + PartitionsSpec partitionsSpec = compactionTask.getTuningConfig().getPartitionsSpec(); + if (!(partitionsSpec instanceof DynamicPartitionsSpec + || partitionsSpec instanceof DimensionRangePartitionsSpec)) { + return new NonnullPair<>(false, StringUtils.format( + "Invalid partition spec type[%s] for MSQ compaction engine." + + " Type must be either DynamicPartitionsSpec or DynamicRangePartitionsSpec.", + partitionsSpec.getClass() + )); + } + if (partitionsSpec instanceof DynamicPartitionsSpec + && ((DynamicPartitionsSpec) partitionsSpec).getMaxTotalRows() != null) { + return new NonnullPair<>(false, StringUtils.format( + "maxTotalRows[%d] in DynamicPartitionsSpec not supported for MSQ compaction engine.", + ((DynamicPartitionsSpec) partitionsSpec).getMaxTotalRows() + )); + } + } + if (compactionTask.getMetricsSpec() != null + && compactionTask.getGranularitySpec() != null + && !compactionTask.getGranularitySpec() + .isRollup()) { + return new NonnullPair<>( + false, + "rollup in granularitySpec must be set to true if metricsSpec is specifed " + + "for MSQ compaction engine." + ); + } + + QueryContext compactionTaskContext = new QueryContext(compactionTask.getContext()); + if (!MultiStageQueryContext.isFinalizeAggregations(compactionTaskContext)) { + return new NonnullPair<>(false, StringUtils.format( + "Config[%s] cannot be set to false for auto-compaction with MSQ engine.", + MultiStageQueryContext.CTX_FINALIZE_AGGREGATIONS + )); Review Comment: I fear that it is deviating from the normal behavior of the compaction. Finalize aggregations can finalize the aggregation, and throw away the intermediate state. For example, in the case of sketches, finalizing will save the estimated value in the segment and eliminate the sketch itself. Compare this with `rollup = true` in the native engine, where we will also store the sketch data. This will produce a discrepancy when trying to roll up the data from the segments that have been compacted. Moreover, w.r.t dimensionToAggregationMap - I think its an unnecessary restriction that can cause trouble. Consider a case where there are two segments with a column - one is created with sketches and `finalizeAggregations = true`, while the other is created where the columns is a dimension. The compaction in native will treat the column as a dimension in both the places, however it will get confusing as to how the column will get treated as in case of MSQ compaction. We shouldn't store the aggregator used to create a dimension because the intermediate state that the aggregated value stores can get lost when finalizeAggregations = true (depends on the aggregation). -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
