private RelationPlan planCrossJoinUnnest(RelationPlan leftPlan, Join joinNode, Unnest node) { TupleDescriptor outputDescriptor = analysis.getOutputDescriptor(joinNode); TupleDescriptor unnestOutputDescriptor = analysis.getOutputDescriptor(node); // Create symbols for the result of unnesting ImmutableList.Builder<Symbol> unnestedSymbolsBuilder = ImmutableList.builder(); for (Field field : unnestOutputDescriptor.getVisibleFields()) { Symbol symbol = symbolAllocator.newSymbol(field); unnestedSymbolsBuilder.add(symbol); } ImmutableList<Symbol> unnestedSymbols = unnestedSymbolsBuilder.build(); // Add a projection for all the unnest arguments PlanBuilder planBuilder = initializePlanBuilder(leftPlan); planBuilder = appendProjections(planBuilder, node.getExpressions()); TranslationMap translations = planBuilder.getTranslations(); ProjectNode projectNode = checkType(planBuilder.getRoot(), ProjectNode.class, "planBuilder.getRoot()"); ImmutableMap.Builder<Symbol, List<Symbol>> unnestSymbols = ImmutableMap.builder(); UnmodifiableIterator<Symbol> unnestedSymbolsIterator = unnestedSymbols.iterator(); for (Expression expression : node.getExpressions()) { Type type = analysis.getType(expression); Symbol inputSymbol = translations.get(expression); if (type instanceof ArrayType) { unnestSymbols.put(inputSymbol, ImmutableList.of(unnestedSymbolsIterator.next())); } else if (type instanceof MapType) { unnestSymbols.put( inputSymbol, ImmutableList.of(unnestedSymbolsIterator.next(), unnestedSymbolsIterator.next())); } else { throw new IllegalArgumentException("Unsupported type for UNNEST: " + type); } } Optional<Symbol> ordinalitySymbol = node.isWithOrdinality() ? Optional.of(unnestedSymbolsIterator.next()) : Optional.empty(); checkState( !unnestedSymbolsIterator.hasNext(), "Not all output symbols were matched with input symbols"); UnnestNode unnestNode = new UnnestNode( idAllocator.getNextId(), projectNode, leftPlan.getOutputSymbols(), unnestSymbols.build(), ordinalitySymbol); return new RelationPlan( unnestNode, outputDescriptor, unnestNode.getOutputSymbols(), Optional.empty()); }
@Override protected RelationPlan visitSampledRelation(SampledRelation node, Void context) { if (node.getColumnsToStratifyOn().isPresent()) { throw new UnsupportedOperationException("STRATIFY ON is not yet implemented"); } RelationPlan subPlan = process(node.getRelation(), context); TupleDescriptor outputDescriptor = analysis.getOutputDescriptor(node); double ratio = analysis.getSampleRatio(node); Symbol sampleWeightSymbol = null; if (node.getType() == SampledRelation.Type.POISSONIZED) { sampleWeightSymbol = symbolAllocator.newSymbol("$sampleWeight", BIGINT); } PlanNode planNode = new SampleNode( idAllocator.getNextId(), subPlan.getRoot(), ratio, SampleNode.Type.fromType(node.getType()), node.isRescaled(), Optional.ofNullable(sampleWeightSymbol)); return new RelationPlan( planNode, outputDescriptor, subPlan.getOutputSymbols(), Optional.ofNullable(sampleWeightSymbol)); }
@Override protected RelationPlan visitTable(Table node, Void context) { Query namedQuery = analysis.getNamedQuery(node); if (namedQuery != null) { RelationPlan subPlan = process(namedQuery, null); return new RelationPlan( subPlan.getRoot(), analysis.getOutputDescriptor(node), subPlan.getOutputSymbols(), subPlan.getSampleWeight()); } TupleDescriptor descriptor = analysis.getOutputDescriptor(node); TableHandle handle = analysis.getTableHandle(node); ImmutableList.Builder<Symbol> outputSymbolsBuilder = ImmutableList.builder(); ImmutableMap.Builder<Symbol, ColumnHandle> columns = ImmutableMap.builder(); for (Field field : descriptor.getAllFields()) { Symbol symbol = symbolAllocator.newSymbol(field.getName().get(), field.getType()); outputSymbolsBuilder.add(symbol); columns.put(symbol, analysis.getColumn(field)); } List<Symbol> planOutputSymbols = outputSymbolsBuilder.build(); Optional<ColumnHandle> sampleWeightColumn = metadata.getSampleWeightColumnHandle(session, handle); Symbol sampleWeightSymbol = null; if (sampleWeightColumn.isPresent()) { sampleWeightSymbol = symbolAllocator.newSymbol("$sampleWeight", BIGINT); outputSymbolsBuilder.add(sampleWeightSymbol); columns.put(sampleWeightSymbol, sampleWeightColumn.get()); } List<Symbol> nodeOutputSymbols = outputSymbolsBuilder.build(); PlanNode root = new TableScanNode( idAllocator.getNextId(), handle, nodeOutputSymbols, columns.build(), Optional.empty(), TupleDomain.all(), null); return new RelationPlan( root, descriptor, planOutputSymbols, Optional.ofNullable(sampleWeightSymbol)); }
@Override protected RelationPlan visitAliasedRelation(AliasedRelation node, Void context) { RelationPlan subPlan = process(node.getRelation(), context); TupleDescriptor outputDescriptor = analysis.getOutputDescriptor(node); return new RelationPlan( subPlan.getRoot(), outputDescriptor, subPlan.getOutputSymbols(), subPlan.getSampleWeight()); }
@Override protected RelationPlan visitUnnest(Unnest node, Void context) { TupleDescriptor descriptor = analysis.getOutputDescriptor(node); ImmutableList.Builder<Symbol> outputSymbolsBuilder = ImmutableList.builder(); for (Field field : descriptor.getVisibleFields()) { Symbol symbol = symbolAllocator.newSymbol(field); outputSymbolsBuilder.add(symbol); } List<Symbol> unnestedSymbols = outputSymbolsBuilder.build(); // If we got here, then we must be unnesting a constant, and not be in a join (where there could // be column references) ImmutableList.Builder<Symbol> argumentSymbols = ImmutableList.builder(); ImmutableList.Builder<Expression> values = ImmutableList.builder(); ImmutableMap.Builder<Symbol, List<Symbol>> unnestSymbols = ImmutableMap.builder(); Iterator<Symbol> unnestedSymbolsIterator = unnestedSymbols.iterator(); for (Expression expression : node.getExpressions()) { Object constantValue = evaluateConstantExpression(expression, analysis.getCoercions(), metadata, session); Type type = analysis.getType(expression); values.add(LiteralInterpreter.toExpression(constantValue, type)); Symbol inputSymbol = symbolAllocator.newSymbol(expression, type); argumentSymbols.add(inputSymbol); if (type instanceof ArrayType) { unnestSymbols.put(inputSymbol, ImmutableList.of(unnestedSymbolsIterator.next())); } else if (type instanceof MapType) { unnestSymbols.put( inputSymbol, ImmutableList.of(unnestedSymbolsIterator.next(), unnestedSymbolsIterator.next())); } else { throw new IllegalArgumentException("Unsupported type for UNNEST: " + type); } } Optional<Symbol> ordinalitySymbol = node.isWithOrdinality() ? Optional.of(unnestedSymbolsIterator.next()) : Optional.empty(); checkState( !unnestedSymbolsIterator.hasNext(), "Not all output symbols were matched with input symbols"); ValuesNode valuesNode = new ValuesNode( idAllocator.getNextId(), argumentSymbols.build(), ImmutableList.<List<Expression>>of(values.build())); UnnestNode unnestNode = new UnnestNode( idAllocator.getNextId(), valuesNode, ImmutableList.<Symbol>of(), unnestSymbols.build(), ordinalitySymbol); return new RelationPlan(unnestNode, descriptor, unnestedSymbols, Optional.empty()); }
@Override protected RelationPlan visitQuerySpecification(QuerySpecification node, Void context) { PlanBuilder subPlan = new QueryPlanner(analysis, symbolAllocator, idAllocator, metadata, session) .process(node, null); ImmutableList.Builder<Symbol> outputSymbols = ImmutableList.builder(); for (FieldOrExpression fieldOrExpression : analysis.getOutputExpressions(node)) { outputSymbols.add(subPlan.translate(fieldOrExpression)); } return new RelationPlan( subPlan.getRoot(), analysis.getOutputDescriptor(node), outputSymbols.build(), subPlan.getSampleWeight()); }
@Override protected RelationPlan visitValues(Values node, Void context) { TupleDescriptor descriptor = analysis.getOutputDescriptor(node); ImmutableList.Builder<Symbol> outputSymbolsBuilder = ImmutableList.builder(); for (Field field : descriptor.getVisibleFields()) { Symbol symbol = symbolAllocator.newSymbol(field); outputSymbolsBuilder.add(symbol); } ImmutableList.Builder<List<Expression>> rows = ImmutableList.builder(); for (Expression row : node.getRows()) { ImmutableList.Builder<Expression> values = ImmutableList.builder(); if (row instanceof Row) { List<Expression> items = ((Row) row).getItems(); for (int i = 0; i < items.size(); i++) { Expression expression = items.get(i); Object constantValue = evaluateConstantExpression(expression, analysis.getCoercions(), metadata, session); values.add( LiteralInterpreter.toExpression( constantValue, descriptor.getFieldByIndex(i).getType())); } } else { Object constantValue = evaluateConstantExpression(row, analysis.getCoercions(), metadata, session); values.add( LiteralInterpreter.toExpression( constantValue, descriptor.getFieldByIndex(0).getType())); } rows.add(values.build()); } ValuesNode valuesNode = new ValuesNode(idAllocator.getNextId(), outputSymbolsBuilder.build(), rows.build()); return new RelationPlan(valuesNode, descriptor, outputSymbolsBuilder.build(), Optional.empty()); }
@Override protected RelationPlan visitUnion(Union node, Void context) { checkArgument(!node.getRelations().isEmpty(), "No relations specified for UNION"); List<Symbol> unionOutputSymbols = null; ImmutableList.Builder<PlanNode> sources = ImmutableList.builder(); ImmutableListMultimap.Builder<Symbol, Symbol> symbolMapping = ImmutableListMultimap.builder(); List<RelationPlan> subPlans = node.getRelations() .stream() .map(relation -> processAndCoerceIfNecessary(relation, context)) .collect(toImmutableList()); boolean hasSampleWeight = false; for (RelationPlan subPlan : subPlans) { if (subPlan.getSampleWeight().isPresent()) { hasSampleWeight = true; break; } } Optional<Symbol> outputSampleWeight = Optional.empty(); for (RelationPlan relationPlan : subPlans) { if (hasSampleWeight && !relationPlan.getSampleWeight().isPresent()) { relationPlan = addConstantSampleWeight(relationPlan); } List<Symbol> childOutputSymbols = relationPlan.getOutputSymbols(); if (unionOutputSymbols == null) { // Use the first Relation to derive output symbol names TupleDescriptor descriptor = relationPlan.getDescriptor(); ImmutableList.Builder<Symbol> outputSymbolBuilder = ImmutableList.builder(); for (Field field : descriptor.getVisibleFields()) { int fieldIndex = descriptor.indexOf(field); Symbol symbol = childOutputSymbols.get(fieldIndex); outputSymbolBuilder.add( symbolAllocator.newSymbol(symbol.getName(), symbolAllocator.getTypes().get(symbol))); } unionOutputSymbols = outputSymbolBuilder.build(); outputSampleWeight = relationPlan.getSampleWeight(); } TupleDescriptor descriptor = relationPlan.getDescriptor(); checkArgument( descriptor.getVisibleFieldCount() == unionOutputSymbols.size(), "Expected relation to have %s symbols but has %s symbols", descriptor.getVisibleFieldCount(), unionOutputSymbols.size()); int unionFieldId = 0; for (Field field : descriptor.getVisibleFields()) { int fieldIndex = descriptor.indexOf(field); symbolMapping.put(unionOutputSymbols.get(unionFieldId), childOutputSymbols.get(fieldIndex)); unionFieldId++; } sources.add(relationPlan.getRoot()); } PlanNode planNode = new UnionNode(idAllocator.getNextId(), sources.build(), symbolMapping.build()); if (node.isDistinct()) { planNode = distinct(planNode); } return new RelationPlan( planNode, analysis.getOutputDescriptor(node), planNode.getOutputSymbols(), outputSampleWeight); }
@Override protected RelationPlan visitJoin(Join node, Void context) { // TODO: translate the RIGHT join into a mirrored LEFT join when we refactor (@martint) RelationPlan leftPlan = process(node.getLeft(), context); // Convert CROSS JOIN UNNEST to an UnnestNode if (node.getRight() instanceof Unnest || (node.getRight() instanceof AliasedRelation && ((AliasedRelation) node.getRight()).getRelation() instanceof Unnest)) { Unnest unnest; if (node.getRight() instanceof AliasedRelation) { unnest = (Unnest) ((AliasedRelation) node.getRight()).getRelation(); } else { unnest = (Unnest) node.getRight(); } if (node.getType() != Join.Type.CROSS && node.getType() != Join.Type.IMPLICIT) { throw new SemanticException( NOT_SUPPORTED, unnest, "UNNEST only supported on the right side of CROSS JOIN"); } return planCrossJoinUnnest(leftPlan, node, unnest); } RelationPlan rightPlan = process(node.getRight(), context); PlanBuilder leftPlanBuilder = initializePlanBuilder(leftPlan); PlanBuilder rightPlanBuilder = initializePlanBuilder(rightPlan); TupleDescriptor outputDescriptor = analysis.getOutputDescriptor(node); // NOTE: symbols must be in the same order as the outputDescriptor List<Symbol> outputSymbols = ImmutableList.<Symbol>builder() .addAll(leftPlan.getOutputSymbols()) .addAll(rightPlan.getOutputSymbols()) .build(); ImmutableList.Builder<JoinNode.EquiJoinClause> equiClauses = ImmutableList.builder(); Expression postInnerJoinCriteria = new BooleanLiteral("TRUE"); if (node.getType() != Join.Type.CROSS && node.getType() != Join.Type.IMPLICIT) { Expression criteria = analysis.getJoinCriteria(node); TupleDescriptor left = analysis.getOutputDescriptor(node.getLeft()); TupleDescriptor right = analysis.getOutputDescriptor(node.getRight()); List<Expression> leftExpressions = new ArrayList<>(); List<Expression> rightExpressions = new ArrayList<>(); List<ComparisonExpression.Type> comparisonTypes = new ArrayList<>(); for (Expression conjunct : ExpressionUtils.extractConjuncts(criteria)) { if (!(conjunct instanceof ComparisonExpression)) { throw new SemanticException( NOT_SUPPORTED, node, "Unsupported non-equi join form: %s", conjunct); } ComparisonExpression comparison = (ComparisonExpression) conjunct; ComparisonExpression.Type comparisonType = comparison.getType(); if (comparison.getType() != EQUAL && node.getType() != INNER) { throw new SemanticException( NOT_SUPPORTED, node, "Non-equi joins only supported for inner join: %s", conjunct); } Set<QualifiedName> firstDependencies = DependencyExtractor.extractNames(comparison.getLeft()); Set<QualifiedName> secondDependencies = DependencyExtractor.extractNames(comparison.getRight()); Expression leftExpression; Expression rightExpression; if (Iterables.all(firstDependencies, left.canResolvePredicate()) && Iterables.all(secondDependencies, right.canResolvePredicate())) { leftExpression = comparison.getLeft(); rightExpression = comparison.getRight(); } else if (Iterables.all(firstDependencies, right.canResolvePredicate()) && Iterables.all(secondDependencies, left.canResolvePredicate())) { leftExpression = comparison.getRight(); rightExpression = comparison.getLeft(); comparisonType = flipComparison(comparisonType); } else { // must have a complex expression that involves both tuples on one side of the comparison // expression (e.g., coalesce(left.x, right.x) = 1) throw new SemanticException( NOT_SUPPORTED, node, "Unsupported non-equi join form: %s", conjunct); } leftExpressions.add(leftExpression); rightExpressions.add(rightExpression); comparisonTypes.add(comparisonType); } Analysis.JoinInPredicates joinInPredicates = analysis.getJoinInPredicates(node); // Add semi joins if necessary if (joinInPredicates != null) { leftPlanBuilder = appendSemiJoins(leftPlanBuilder, joinInPredicates.getLeftInPredicates()); rightPlanBuilder = appendSemiJoins(rightPlanBuilder, joinInPredicates.getRightInPredicates()); } // Add projections for join criteria leftPlanBuilder = appendProjections(leftPlanBuilder, leftExpressions); rightPlanBuilder = appendProjections(rightPlanBuilder, rightExpressions); List<Expression> postInnerJoinComparisons = new ArrayList<>(); for (int i = 0; i < comparisonTypes.size(); i++) { Symbol leftSymbol = leftPlanBuilder.translate(leftExpressions.get(i)); Symbol rightSymbol = rightPlanBuilder.translate(rightExpressions.get(i)); equiClauses.add(new JoinNode.EquiJoinClause(leftSymbol, rightSymbol)); Expression leftExpression = leftPlanBuilder.rewrite(leftExpressions.get(i)); Expression rightExpression = rightPlanBuilder.rewrite(rightExpressions.get(i)); postInnerJoinComparisons.add( new ComparisonExpression(comparisonTypes.get(i), leftExpression, rightExpression)); } postInnerJoinCriteria = ExpressionUtils.and(postInnerJoinComparisons); } PlanNode root; if (node.getType() == INNER) { root = new JoinNode( idAllocator.getNextId(), JoinNode.Type.CROSS, leftPlanBuilder.getRoot(), rightPlanBuilder.getRoot(), ImmutableList.<JoinNode.EquiJoinClause>of(), Optional.empty(), Optional.empty()); root = new FilterNode(idAllocator.getNextId(), root, postInnerJoinCriteria); } else { root = new JoinNode( idAllocator.getNextId(), JoinNode.Type.typeConvert(node.getType()), leftPlanBuilder.getRoot(), rightPlanBuilder.getRoot(), equiClauses.build(), Optional.empty(), Optional.empty()); } Optional<Symbol> sampleWeight = Optional.empty(); if (leftPlanBuilder.getSampleWeight().isPresent() || rightPlanBuilder.getSampleWeight().isPresent()) { Expression expression = new ArithmeticBinaryExpression( ArithmeticBinaryExpression.Type.MULTIPLY, oneIfNull(leftPlanBuilder.getSampleWeight()), oneIfNull(rightPlanBuilder.getSampleWeight())); sampleWeight = Optional.of(symbolAllocator.newSymbol(expression, BIGINT)); ImmutableMap.Builder<Symbol, Expression> projections = ImmutableMap.builder(); projections.put(sampleWeight.get(), expression); for (Symbol symbol : root.getOutputSymbols()) { projections.put(symbol, new QualifiedNameReference(symbol.toQualifiedName())); } root = new ProjectNode(idAllocator.getNextId(), root, projections.build()); } return new RelationPlan(root, outputDescriptor, outputSymbols, sampleWeight); }