Examples with FunctionalIndexInfo org.apache.drill.exec.planner.index.FunctionalIndexInfo used on opensource projects

Example 1 with FunctionalIndexInfo

use of org.apache.drill.exec.planner.index.FunctionalIndexInfo in project drill by apache.

the class DbScanSortRemovalRule method doOnMatch.

private void doOnMatch(IndexPhysicalPlanCallContext indexContext) {
    Stopwatch indexPlanTimer = Stopwatch.createStarted();
    final PlannerSettings settings = PrelUtil.getPlannerSettings(indexContext.call.getPlanner());
    DbGroupScan groupScan = (DbGroupScan) indexContext.scan.getGroupScan();
    boolean isIndexScan = groupScan.isIndexScan();
    if (!isIndexScan) {
        // This case generates the index scan and removes the sort if possible.
        final IndexCollection indexCollection = groupScan.getSecondaryIndexCollection(indexContext.scan);
        if (indexCollection == null) {
            return;
        }
        if (settings.isStatisticsEnabled()) {
            groupScan.getStatistics().initialize(null, indexContext.scan, indexContext);
        }
        IndexPlanUtils.updateSortExpression(indexContext, indexContext.getSort() != null ? indexContext.getCollation().getFieldCollations() : null);
        IndexSelector selector = new IndexSelector(indexContext);
        for (IndexDescriptor indexDesc : indexCollection) {
            indexDesc.getIndexGroupScan().setStatistics(groupScan.getStatistics());
            FunctionalIndexInfo functionInfo = indexDesc.getFunctionalInfo();
            if (IndexPlanUtils.isCoveringIndex(indexContext, functionInfo)) {
                selector.addIndex(indexDesc, true, indexContext.lowerProject != null ? indexContext.lowerProject.getRowType().getFieldCount() : indexContext.scan.getRowType().getFieldCount());
            }
        }
        IndexProperties idxProp = selector.getBestIndexNoFilter();
        if (idxProp != null) {
            try {
                // generate a covering plan
                CoveringPlanNoFilterGenerator planGen = new CoveringPlanNoFilterGenerator(indexContext, idxProp.getIndexDesc().getFunctionalInfo(), false, settings);
                if (planGen.convertChild() != null) {
                    indexContext.getCall().transformTo(planGen.convertChild());
                } else {
                    logger.debug("Not able to generate index plan in {}", this.getClass().toString());
                }
            } catch (Exception e) {
                logger.warn("Exception while trying to generate indexscan to remove sort", e);
            }
        }
    } else {
        Preconditions.checkNotNull(indexContext.getSort());
        // This case tries to use the already generated index to see if a sort can be removed.
        if (indexContext.scan.getTraitSet().getTrait(RelCollationTraitDef.INSTANCE).getFieldCollations().size() == 0) {
            return;
        }
        try {
            RelNode finalRel = indexContext.scan.copy(indexContext.scan.getTraitSet(), indexContext.scan.getInputs());
            if (indexContext.lowerProject != null) {
                List<RelNode> inputs = Lists.newArrayList();
                inputs.add(finalRel);
                finalRel = indexContext.lowerProject.copy(indexContext.lowerProject.getTraitSet(), inputs);
            }
            finalRel = AbstractIndexPlanGenerator.getSortNode(indexContext, finalRel, true, false, indexContext.exch != null);
            if (finalRel == null) {
                logger.debug("Not able to generate index plan in {}", this.getClass().toString());
                return;
            }
            finalRel = Prule.convert(finalRel, finalRel.getTraitSet().plus(Prel.DRILL_PHYSICAL));
            indexContext.getCall().transformTo(finalRel);
        } catch (Exception e) {
            logger.warn("Exception while trying to use the indexscan to remove the sort", e);
        }
    }
    indexPlanTimer.stop();
    logger.debug("Index Planning took {} ms", indexPlanTimer.elapsed(TimeUnit.MILLISECONDS));
}

Example 2 with FunctionalIndexInfo

use of org.apache.drill.exec.planner.index.FunctionalIndexInfo in project drill by apache.

the class IndexIntersectPlanGenerator method buildIntersectPlan.

public RelNode buildIntersectPlan(Map.Entry<IndexDescriptor, RexNode> pair, RelNode right, boolean generateDistribution) throws InvalidRelException {
    IndexDescriptor index = pair.getKey();
    RexNode condition = pair.getValue();
    FunctionalIndexInfo functionInfo = getFunctionalIndexInfo(index);
    IndexGroupScan indexScan = index.getIndexGroupScan();
    RelDataType indexScanRowType = FunctionalIndexHelper.convertRowTypeForIndexScan(origScan, indexContext.getOrigMarker(), indexScan, functionInfo);
    DrillDistributionTrait partition = IndexPlanUtils.scanIsPartition(IndexPlanUtils.getGroupScan(origScan)) ? DrillDistributionTrait.RANDOM_DISTRIBUTED : DrillDistributionTrait.SINGLETON;
    ScanPrel indexScanPrel = new ScanPrel(origScan.getCluster(), origScan.getTraitSet().plus(Prel.DRILL_PHYSICAL).plus(partition), indexScan, indexScanRowType, origScan.getTable());
    FilterPrel indexFilterPrel = new FilterPrel(indexScanPrel.getCluster(), indexScanPrel.getTraitSet(), indexScanPrel, FunctionalIndexHelper.convertConditionForIndexScan(condition, origScan, indexScanRowType, builder, functionInfo));
    // project the rowkey column from the index scan
    List<RexNode> indexProjectExprs = Lists.newArrayList();
    int rowKeyIndex = getRowKeyIndex(indexScanPrel.getRowType(), origScan);
    assert rowKeyIndex >= 0;
    indexProjectExprs.add(RexInputRef.of(rowKeyIndex, indexScanPrel.getRowType()));
    final RelDataTypeFactory.FieldInfoBuilder rightFieldTypeBuilder = indexScanPrel.getCluster().getTypeFactory().builder();
    // build the row type for the right Project
    final List<RelDataTypeField> indexScanFields = indexScanPrel.getRowType().getFieldList();
    final RelDataTypeField rightRowKeyField = indexScanFields.get(rowKeyIndex);
    rightFieldTypeBuilder.add(rightRowKeyField);
    final RelDataType indexProjectRowType = rightFieldTypeBuilder.build();
    final ProjectPrel indexProjectPrel = new ProjectPrel(indexScanPrel.getCluster(), indexScanPrel.getTraitSet(), indexFilterPrel, indexProjectExprs, indexProjectRowType);
    RelTraitSet rightSideTraits = newTraitSet().plus(Prel.DRILL_PHYSICAL);
    // if build(right) side does not exist, this index scan is the right most.
    if (right == null) {
        if (partition == DrillDistributionTrait.RANDOM_DISTRIBUTED && settings.getSliceTarget() < indexProjectPrel.getRows()) {
            final DrillDistributionTrait distRight = new DrillDistributionTrait(DistributionType.BROADCAST_DISTRIBUTED);
            rightSideTraits = newTraitSet(distRight).plus(Prel.DRILL_PHYSICAL);
        }
    }
    RelNode converted = Prule.convert(indexProjectPrel, rightSideTraits);
    if (right == null) {
        return converted;
    }
    // if build(right) side exist, the plan we got in 'converted' is left (probe). Intersect with right(build) side
    RelNode finalRel = buildRowKeyJoin(converted, right, false, JoinControl.INTERSECT_DISTINCT);
    if (generateDistribution && right.getTraitSet().getTrait(DrillDistributionTraitDef.INSTANCE) != DrillDistributionTrait.SINGLETON) {
        final DrillDistributionTrait distRight = new DrillDistributionTrait(DistributionType.BROADCAST_DISTRIBUTED);
        rightSideTraits = newTraitSet(distRight).plus(Prel.DRILL_PHYSICAL);
        // This join will serve as the right side for the next intersection join, if applicable
        finalRel = Prule.convert(finalRel, rightSideTraits);
    }
    logger.trace("IndexIntersectPlanGenerator got finalRel {} from origScan {}", finalRel.toString(), origScan.toString());
    return finalRel;
}

Example 3 with FunctionalIndexInfo

use of org.apache.drill.exec.planner.index.FunctionalIndexInfo in project drill by apache.

the class DbScanToIndexScanPrule method processWithIndexSelection.

private void processWithIndexSelection(IndexLogicalPlanCallContext indexContext, PlannerSettings settings, RexNode condition, IndexCollection collection, RexBuilder builder) {
    double totalRows = 0;
    double filterRows = totalRows;
    DrillScanRel scan = indexContext.scan;
    if (!(indexContext.scan.getGroupScan() instanceof DbGroupScan)) {
        return;
    }
    IndexConditionInfo.Builder infoBuilder = IndexConditionInfo.newBuilder(condition, collection, builder, indexContext.scan);
    IndexConditionInfo cInfo = infoBuilder.getCollectiveInfo(indexContext);
    boolean isValidIndexHint = infoBuilder.isValidIndexHint(indexContext);
    if (!cInfo.hasIndexCol) {
        logger.info("index_plan_info: No index columns are projected from the scan..continue.");
        return;
    }
    if (cInfo.indexCondition == null) {
        logger.info("index_plan_info: No conditions were found eligible for applying index lookup.");
        return;
    }
    if (!indexContext.indexHint.equals("") && !isValidIndexHint) {
        logger.warn("index_plan_info: Index Hint {} is not useful as index with that name is not available", indexContext.indexHint);
    }
    RexNode indexCondition = cInfo.indexCondition;
    RexNode remainderCondition = cInfo.remainderCondition;
    if (remainderCondition.isAlwaysTrue()) {
        remainderCondition = null;
    }
    logger.debug("index_plan_info: condition split into indexcondition: {} and remaindercondition: {}", indexCondition, remainderCondition);
    IndexableExprMarker indexableExprMarker = new IndexableExprMarker(indexContext.scan);
    indexCondition.accept(indexableExprMarker);
    indexContext.origMarker = indexableExprMarker;
    if (scan.getGroupScan() instanceof DbGroupScan) {
        // Initialize statistics
        DbGroupScan dbScan = ((DbGroupScan) scan.getGroupScan());
        if (settings.isStatisticsEnabled()) {
            dbScan.getStatistics().initialize(condition, scan, indexContext);
        }
        totalRows = dbScan.getRowCount(null, scan);
        filterRows = dbScan.getRowCount(condition, scan);
        double sel = filterRows / totalRows;
        if (totalRows != Statistics.ROWCOUNT_UNKNOWN && filterRows != Statistics.ROWCOUNT_UNKNOWN && !settings.isDisableFullTableScan() && !isValidIndexHint && sel > Math.max(settings.getIndexCoveringSelThreshold(), settings.getIndexNonCoveringSelThreshold())) {
            // If full table scan is not disabled, generate full table scan only plans if selectivity
            // is greater than covering and non-covering selectivity thresholds
            logger.info("index_plan_info: Skip index planning because filter selectivity: {} is greater than thresholds {}, {}", sel, settings.getIndexCoveringSelThreshold(), settings.getIndexNonCoveringSelThreshold());
            return;
        }
    }
    if (totalRows == Statistics.ROWCOUNT_UNKNOWN || totalRows == 0 || filterRows == Statistics.ROWCOUNT_UNKNOWN) {
        logger.warn("index_plan_info: Total row count is UNKNOWN or 0, or filterRows UNKNOWN; skip index planning");
        return;
    }
    List<IndexGroup> coveringIndexes = Lists.newArrayList();
    List<IndexGroup> nonCoveringIndexes = Lists.newArrayList();
    List<IndexGroup> intersectIndexes = Lists.newArrayList();
    // update sort expressions in context, it is needed for computing collation, so do it before IndexSelector
    IndexPlanUtils.updateSortExpression(indexContext, indexContext.sort != null ? indexContext.sort.collation.getFieldCollations() : null);
    IndexSelector selector = new IndexSelector(indexCondition, remainderCondition, indexContext, collection, builder, totalRows);
    for (IndexDescriptor indexDesc : collection) {
        logger.info("index_plan_info indexDescriptor: {}", indexDesc.toString());
        // check if any of the indexed fields of the index are present in the filter condition
        if (IndexPlanUtils.conditionIndexed(indexableExprMarker, indexDesc) != IndexPlanUtils.ConditionIndexed.NONE) {
            if (isValidIndexHint && !indexContext.indexHint.equals(indexDesc.getIndexName())) {
                logger.info("index_plan_info: Index {} is being discarded due to index Hint", indexDesc.getIndexName());
                continue;
            }
            FunctionalIndexInfo functionInfo = indexDesc.getFunctionalInfo();
            selector.addIndex(indexDesc, IndexPlanUtils.isCoveringIndex(indexContext, functionInfo), indexContext.lowerProject != null ? indexContext.lowerProject.getRowType().getFieldCount() : scan.getRowType().getFieldCount());
        }
    }
    // get the candidate indexes based on selection
    selector.getCandidateIndexes(infoBuilder, coveringIndexes, nonCoveringIndexes, intersectIndexes);
    if (logger.isDebugEnabled()) {
        StringBuilder strb = new StringBuilder();
        if (coveringIndexes.size() > 0) {
            strb.append("Covering indexes:");
            for (IndexGroup index : coveringIndexes) {
                strb.append(index.getIndexProps().get(0).getIndexDesc().getIndexName()).append(", ");
            }
        }
        if (nonCoveringIndexes.size() > 0) {
            strb.append("Non-covering indexes:");
            for (IndexGroup index : nonCoveringIndexes) {
                strb.append(index.getIndexProps().get(0).getIndexDesc().getIndexName()).append(", ");
            }
        }
        logger.debug("index_plan_info: IndexSelector return: {}", strb.toString());
    }
    GroupScan primaryTableScan = indexContext.scan.getGroupScan();
    // TODO: this logic for intersect should eventually be migrated to the IndexSelector
    if (coveringIndexes.size() == 0 && nonCoveringIndexes.size() > 1) {
        List<IndexDescriptor> indexList = Lists.newArrayList();
        for (IndexGroup index : nonCoveringIndexes) {
            IndexDescriptor indexDesc = index.getIndexProps().get(0).getIndexDesc();
            IndexGroupScan idxScan = indexDesc.getIndexGroupScan();
            // Copy primary table statistics to index table
            idxScan.setStatistics(((DbGroupScan) primaryTableScan).getStatistics());
            indexList.add(index.getIndexProps().get(0).getIndexDesc());
        }
        Map<IndexDescriptor, IndexConditionInfo> indexInfoMap = infoBuilder.getIndexConditionMap(indexList);
        // no usable index
        if (indexInfoMap == null || indexInfoMap.size() == 0) {
            logger.info("index_plan_info: skipping intersect plan generation as there is no usable index");
            return;
        }
        // some part of filter condition needs to apply on primary table.
        if (indexInfoMap.size() > 1) {
            logger.info("index_plan_info: intersect plan is generated");
            if (logger.isDebugEnabled()) {
                List<String> indices = new ArrayList<>(nonCoveringIndexes.size());
                for (IndexGroup index : nonCoveringIndexes) {
                    indices.add(index.getIndexProps().get(0).getIndexDesc().getIndexName());
                }
                logger.debug("index_plan_info: intersect plan is generated on index list {}", indices);
            }
            boolean intersectPlanGenerated = false;
            // TODO: make sure the smallest selectivity of these indexes times rowcount smaller than broadcast threshold
            for (IndexGroup index : intersectIndexes) {
                List<IndexDescriptor> candidateDesc = Lists.newArrayList();
                for (IndexProperties candProp : index.getIndexProps()) {
                    candidateDesc.add(candProp.getIndexDesc());
                }
                Map<IndexDescriptor, IndexConditionInfo> intersectIdxInfoMap = infoBuilder.getIndexConditionMap(candidateDesc);
                IndexIntersectPlanGenerator planGen = new IndexIntersectPlanGenerator(indexContext, intersectIdxInfoMap, builder, settings);
                try {
                    planGen.go();
                    intersectPlanGenerated = true;
                } catch (Exception e) {
                    // If error while generating intersect plans, continue onto generating non-covering plans
                    logger.warn("index_plan_info: Exception while trying to generate intersect index plan", e);
                }
            }
            // If intersect plans are forced do not generate further non-covering plans
            if (intersectPlanGenerated && settings.isIndexIntersectPlanPreferred()) {
                return;
            }
        }
    }
    try {
        for (IndexGroup index : coveringIndexes) {
            IndexProperties indexProps = index.getIndexProps().get(0);
            IndexDescriptor indexDesc = indexProps.getIndexDesc();
            IndexGroupScan idxScan = indexDesc.getIndexGroupScan();
            FunctionalIndexInfo indexInfo = indexDesc.getFunctionalInfo();
            indexCondition = indexProps.getLeadingColumnsFilter();
            remainderCondition = indexProps.getTotalRemainderFilter();
            // Copy primary table statistics to index table
            idxScan.setStatistics(((DbGroupScan) scan.getGroupScan()).getStatistics());
            logger.info("index_plan_info: Generating covering index plan for index: {}, query condition {}", indexDesc.getIndexName(), indexCondition.toString());
            CoveringIndexPlanGenerator planGen = new CoveringIndexPlanGenerator(indexContext, indexInfo, idxScan, indexCondition, remainderCondition, builder, settings);
            planGen.go();
        }
    } catch (Exception e) {
        logger.warn("Exception while trying to generate covering index plan", e);
    }
    // First, check if the primary table scan supports creating a restricted scan
    if (primaryTableScan instanceof DbGroupScan && (((DbGroupScan) primaryTableScan).supportsRestrictedScan())) {
        try {
            for (IndexGroup index : nonCoveringIndexes) {
                IndexProperties indexProps = index.getIndexProps().get(0);
                IndexDescriptor indexDesc = indexProps.getIndexDesc();
                IndexGroupScan idxScan = indexDesc.getIndexGroupScan();
                indexCondition = indexProps.getLeadingColumnsFilter();
                remainderCondition = indexProps.getTotalRemainderFilter();
                // Copy primary table statistics to index table
                idxScan.setStatistics(((DbGroupScan) primaryTableScan).getStatistics());
                logger.info("index_plan_info: Generating non-covering index plan for index: {}, query condition {}", indexDesc.getIndexName(), indexCondition.toString());
                NonCoveringIndexPlanGenerator planGen = new NonCoveringIndexPlanGenerator(indexContext, indexDesc, idxScan, indexCondition, remainderCondition, builder, settings);
                planGen.go();
            }
        } catch (Exception e) {
            logger.warn("Exception while trying to generate non-covering index access plan", e);
        }
    }
}