use of org.apache.beam.vendor.calcite.v1_28_0.org.apache.calcite.util.ImmutableBitSet in project hive by apache.
the class RelFieldTrimmer method trimFields.
/**
* Variant of {@link #trimFields(RelNode, ImmutableBitSet, Set)} for
* {@link org.apache.calcite.rel.logical.LogicalFilter}.
*/
public TrimResult trimFields(Filter filter, ImmutableBitSet fieldsUsed, Set<RelDataTypeField> extraFields) {
final RelDataType rowType = filter.getRowType();
final int fieldCount = rowType.getFieldCount();
final RexNode conditionExpr = filter.getCondition();
final RelNode input = filter.getInput();
// We use the fields used by the consumer, plus any fields used in the
// filter.
final Set<RelDataTypeField> inputExtraFields = new LinkedHashSet<>(extraFields);
RelOptUtil.InputFinder inputFinder = new RelOptUtil.InputFinder(inputExtraFields, fieldsUsed);
conditionExpr.accept(inputFinder);
final ImmutableBitSet inputFieldsUsed = inputFinder.build();
// Create input with trimmed columns.
TrimResult trimResult = trimChild(filter, input, inputFieldsUsed, inputExtraFields);
RelNode newInput = trimResult.left;
final Mapping inputMapping = trimResult.right;
// there's nothing we can do.
if (newInput == input && fieldsUsed.cardinality() == fieldCount) {
return result(filter, Mappings.createIdentity(fieldCount));
}
// Build new project expressions, and populate the mapping.
final RexVisitor<RexNode> shuttle = new RexPermuteInputsShuttle(inputMapping, newInput);
RexNode newConditionExpr = conditionExpr.accept(shuttle);
// Build new filter with trimmed input and condition.
final RelBuilder relBuilder = REL_BUILDER.get();
relBuilder.push(newInput).filter(filter.getVariablesSet(), newConditionExpr);
// needs them for its condition.
return result(relBuilder.build(), inputMapping);
}
use of org.apache.beam.vendor.calcite.v1_28_0.org.apache.calcite.util.ImmutableBitSet in project hive by apache.
the class HiveProjectMergeRule method onMatch.
public void onMatch(RelOptRuleCall call) {
final Project topProject = call.rel(0);
final Project bottomProject = call.rel(1);
// If top project does not reference any column at the bottom project,
// we can just remove botton project
final ImmutableBitSet topRefs = RelOptUtil.InputFinder.bits(topProject.getProjects(), null);
if (topRefs.isEmpty()) {
RelBuilder relBuilder = call.builder();
relBuilder.push(bottomProject.getInput());
relBuilder.project(topProject.getProjects());
call.transformTo(relBuilder.build());
return;
}
super.onMatch(call);
}
use of org.apache.beam.vendor.calcite.v1_28_0.org.apache.calcite.util.ImmutableBitSet in project hive by apache.
the class HiveUnionPullUpConstantsRule method onMatch.
@Override
public void onMatch(RelOptRuleCall call) {
final Union union = call.rel(0);
final int count = union.getRowType().getFieldCount();
if (count == 1) {
// Project operator.
return;
}
final RexBuilder rexBuilder = union.getCluster().getRexBuilder();
final RelMetadataQuery mq = call.getMetadataQuery();
final RelOptPredicateList predicates = mq.getPulledUpPredicates(union);
if (predicates == null) {
return;
}
Map<RexNode, RexNode> conditionsExtracted = HiveReduceExpressionsRule.predicateConstants(RexNode.class, rexBuilder, predicates);
Map<RexNode, RexNode> constants = new HashMap<>();
for (int i = 0; i < count; i++) {
RexNode expr = rexBuilder.makeInputRef(union, i);
if (conditionsExtracted.containsKey(expr)) {
constants.put(expr, conditionsExtracted.get(expr));
}
}
// None of the expressions are constant. Nothing to do.
if (constants.isEmpty()) {
return;
}
// Create expressions for Project operators before and after the Union
List<RelDataTypeField> fields = union.getRowType().getFieldList();
List<RexNode> topChildExprs = new ArrayList<>();
List<String> topChildExprsFields = new ArrayList<>();
List<RexNode> refs = new ArrayList<>();
ImmutableBitSet.Builder refsIndexBuilder = ImmutableBitSet.builder();
for (int i = 0; i < count; i++) {
RexNode expr = rexBuilder.makeInputRef(union, i);
RelDataTypeField field = fields.get(i);
if (constants.containsKey(expr)) {
topChildExprs.add(constants.get(expr));
topChildExprsFields.add(field.getName());
} else {
topChildExprs.add(expr);
topChildExprsFields.add(field.getName());
refs.add(expr);
refsIndexBuilder.set(i);
}
}
ImmutableBitSet refsIndex = refsIndexBuilder.build();
// Update top Project positions
final Mappings.TargetMapping mapping = RelOptUtil.permutation(refs, union.getInput(0).getRowType()).inverse();
topChildExprs = ImmutableList.copyOf(RexUtil.apply(mapping, topChildExprs));
// Create new Project-Union-Project sequences
final RelBuilder relBuilder = call.builder();
for (int i = 0; i < union.getInputs().size(); i++) {
RelNode input = union.getInput(i);
List<Pair<RexNode, String>> newChildExprs = new ArrayList<>();
for (int j = 0; j < refsIndex.cardinality(); j++) {
int pos = refsIndex.nth(j);
newChildExprs.add(Pair.<RexNode, String>of(rexBuilder.makeInputRef(input, pos), input.getRowType().getFieldList().get(pos).getName()));
}
if (newChildExprs.isEmpty()) {
// At least a single item in project is required.
newChildExprs.add(Pair.<RexNode, String>of(topChildExprs.get(0), topChildExprsFields.get(0)));
}
// Add the input with project on top
relBuilder.push(input);
relBuilder.project(Pair.left(newChildExprs), Pair.right(newChildExprs));
}
relBuilder.union(union.all, union.getInputs().size());
// Create top Project fixing nullability of fields
relBuilder.project(topChildExprs, topChildExprsFields);
relBuilder.convert(union.getRowType(), false);
call.transformTo(relBuilder.build());
}
use of org.apache.beam.vendor.calcite.v1_28_0.org.apache.calcite.util.ImmutableBitSet in project hive by apache.
the class HiveAggregateJoinTransposeRule method onMatch.
@Override
public void onMatch(RelOptRuleCall call) {
try {
final Aggregate aggregate = call.rel(0);
final Join join = call.rel(1);
final RexBuilder rexBuilder = aggregate.getCluster().getRexBuilder();
final RelBuilder relBuilder = call.builder();
// If any aggregate call has a filter, bail out
for (AggregateCall aggregateCall : aggregate.getAggCallList()) {
if (aggregateCall.getAggregation().unwrap(SqlSplittableAggFunction.class) == null) {
return;
}
if (aggregateCall.filterArg >= 0) {
return;
}
}
// aggregate operator
if (join.getJoinType() != JoinRelType.INNER) {
return;
}
if (!allowFunctions && !aggregate.getAggCallList().isEmpty()) {
return;
}
boolean groupingUnique = isGroupingUnique(join, aggregate.getGroupSet());
if (!groupingUnique && !costBased) {
// there is no need to check further - the transformation may not happen
return;
}
// Do the columns used by the join appear in the output of the aggregate?
final ImmutableBitSet aggregateColumns = aggregate.getGroupSet();
final RelMetadataQuery mq = call.getMetadataQuery();
final ImmutableBitSet keyColumns = keyColumns(aggregateColumns, mq.getPulledUpPredicates(join).pulledUpPredicates);
final ImmutableBitSet joinColumns = RelOptUtil.InputFinder.bits(join.getCondition());
final boolean allColumnsInAggregate = keyColumns.contains(joinColumns);
final ImmutableBitSet belowAggregateColumns = aggregateColumns.union(joinColumns);
// Split join condition
final List<Integer> leftKeys = Lists.newArrayList();
final List<Integer> rightKeys = Lists.newArrayList();
final List<Boolean> filterNulls = Lists.newArrayList();
RexNode nonEquiConj = RelOptUtil.splitJoinCondition(join.getLeft(), join.getRight(), join.getCondition(), leftKeys, rightKeys, filterNulls);
// If it contains non-equi join conditions, we bail out
if (!nonEquiConj.isAlwaysTrue()) {
return;
}
// Push each aggregate function down to each side that contains all of its
// arguments. Note that COUNT(*), because it has no arguments, can go to
// both sides.
final Map<Integer, Integer> map = new HashMap<>();
final List<Side> sides = new ArrayList<>();
int uniqueCount = 0;
int offset = 0;
int belowOffset = 0;
for (int s = 0; s < 2; s++) {
final Side side = new Side();
final RelNode joinInput = join.getInput(s);
int fieldCount = joinInput.getRowType().getFieldCount();
final ImmutableBitSet fieldSet = ImmutableBitSet.range(offset, offset + fieldCount);
final ImmutableBitSet belowAggregateKeyNotShifted = belowAggregateColumns.intersect(fieldSet);
for (Ord<Integer> c : Ord.zip(belowAggregateKeyNotShifted)) {
map.put(c.e, belowOffset + c.i);
}
final ImmutableBitSet belowAggregateKey = belowAggregateKeyNotShifted.shift(-offset);
final boolean unique;
if (!allowFunctions) {
assert aggregate.getAggCallList().isEmpty();
// If there are no functions, it doesn't matter as much whether we
// aggregate the inputs before the join, because there will not be
// any functions experiencing a cartesian product effect.
//
// But finding out whether the input is already unique requires a call
// to areColumnsUnique that currently (until [CALCITE-1048] "Make
// metadata more robust" is fixed) places a heavy load on
// the metadata system.
//
// So we choose to imagine the the input is already unique, which is
// untrue but harmless.
//
unique = true;
} else {
final Boolean unique0 = mq.areColumnsUnique(joinInput, belowAggregateKey, true);
unique = unique0 != null && unique0;
}
if (unique) {
++uniqueCount;
relBuilder.push(joinInput);
relBuilder.project(belowAggregateKey.asList().stream().map(relBuilder::field).collect(Collectors.toList()));
side.newInput = relBuilder.build();
} else {
List<AggregateCall> belowAggCalls = new ArrayList<>();
final SqlSplittableAggFunction.Registry<AggregateCall> belowAggCallRegistry = registry(belowAggCalls);
final Mappings.TargetMapping mapping = s == 0 ? Mappings.createIdentity(fieldCount) : Mappings.createShiftMapping(fieldCount + offset, 0, offset, fieldCount);
for (Ord<AggregateCall> aggCall : Ord.zip(aggregate.getAggCallList())) {
final SqlAggFunction aggregation = aggCall.e.getAggregation();
final SqlSplittableAggFunction splitter = Preconditions.checkNotNull(aggregation.unwrap(SqlSplittableAggFunction.class));
final AggregateCall call1;
if (fieldSet.contains(ImmutableBitSet.of(aggCall.e.getArgList()))) {
call1 = splitter.split(aggCall.e, mapping);
} else {
call1 = splitter.other(rexBuilder.getTypeFactory(), aggCall.e);
}
if (call1 != null) {
side.split.put(aggCall.i, belowAggregateKey.cardinality() + belowAggCallRegistry.register(call1));
}
}
side.newInput = relBuilder.push(joinInput).aggregate(relBuilder.groupKey(belowAggregateKey, null), belowAggCalls).build();
}
offset += fieldCount;
belowOffset += side.newInput.getRowType().getFieldCount();
sides.add(side);
}
if (uniqueCount == 2) {
// invocation of this rule; if we continue we might loop forever.
return;
}
// Update condition
final Mapping mapping = (Mapping) Mappings.target(map::get, join.getRowType().getFieldCount(), belowOffset);
final RexNode newCondition = RexUtil.apply(mapping, join.getCondition());
// Create new join
relBuilder.push(sides.get(0).newInput).push(sides.get(1).newInput).join(join.getJoinType(), newCondition);
// Aggregate above to sum up the sub-totals
final List<AggregateCall> newAggCalls = new ArrayList<>();
final int groupIndicatorCount = aggregate.getGroupCount() + aggregate.getIndicatorCount();
final int newLeftWidth = sides.get(0).newInput.getRowType().getFieldCount();
final List<RexNode> projects = new ArrayList<>(rexBuilder.identityProjects(relBuilder.peek().getRowType()));
for (Ord<AggregateCall> aggCall : Ord.zip(aggregate.getAggCallList())) {
final SqlAggFunction aggregation = aggCall.e.getAggregation();
final SqlSplittableAggFunction splitter = Preconditions.checkNotNull(aggregation.unwrap(SqlSplittableAggFunction.class));
final Integer leftSubTotal = sides.get(0).split.get(aggCall.i);
final Integer rightSubTotal = sides.get(1).split.get(aggCall.i);
newAggCalls.add(splitter.topSplit(rexBuilder, registry(projects), groupIndicatorCount, relBuilder.peek().getRowType(), aggCall.e, leftSubTotal == null ? -1 : leftSubTotal, rightSubTotal == null ? -1 : rightSubTotal + newLeftWidth));
}
relBuilder.project(projects);
boolean aggConvertedToProjects = false;
if (allColumnsInAggregate) {
// let's see if we can convert aggregate into projects
List<RexNode> projects2 = new ArrayList<>();
for (int key : Mappings.apply(mapping, aggregate.getGroupSet())) {
projects2.add(relBuilder.field(key));
}
for (AggregateCall newAggCall : newAggCalls) {
final SqlSplittableAggFunction splitter = newAggCall.getAggregation().unwrap(SqlSplittableAggFunction.class);
if (splitter != null) {
final RelDataType rowType = relBuilder.peek().getRowType();
projects2.add(splitter.singleton(rexBuilder, rowType, newAggCall));
}
}
if (projects2.size() == aggregate.getGroupSet().cardinality() + newAggCalls.size()) {
// We successfully converted agg calls into projects.
relBuilder.project(projects2);
aggConvertedToProjects = true;
}
}
if (!aggConvertedToProjects) {
relBuilder.aggregate(relBuilder.groupKey(Mappings.apply(mapping, aggregate.getGroupSet()), Mappings.apply2(mapping, aggregate.getGroupSets())), newAggCalls);
}
RelNode r = relBuilder.build();
boolean transform = false;
if (uniqueBased && aggConvertedToProjects) {
transform = groupingUnique;
}
if (!transform && costBased) {
RelOptCost afterCost = mq.getCumulativeCost(r);
RelOptCost beforeCost = mq.getCumulativeCost(aggregate);
transform = afterCost.isLt(beforeCost);
}
if (transform) {
call.transformTo(r);
}
} catch (Exception e) {
if (noColsMissingStats.get() > 0) {
LOG.warn("Missing column stats (see previous messages), skipping aggregate-join transpose in CBO");
noColsMissingStats.set(0);
} else {
throw e;
}
}
}
use of org.apache.beam.vendor.calcite.v1_28_0.org.apache.calcite.util.ImmutableBitSet in project hive by apache.
the class HiveAggregateSplitRule method onMatch.
@Override
public void onMatch(RelOptRuleCall call) {
final Aggregate aggregate = call.rel(0);
final RelBuilder relBuilder = call.builder();
// If any aggregate is distinct, bail out
// If any aggregate is the grouping id, bail out
// If any aggregate call has a filter, bail out
// If any aggregate functions do not support splitting, bail out
final ImmutableBitSet bottomAggregateGroupSet = aggregate.getGroupSet();
final List<AggregateCall> topAggregateCalls = new ArrayList<>();
for (int i = 0; i < aggregate.getAggCallList().size(); i++) {
AggregateCall aggregateCall = aggregate.getAggCallList().get(i);
if (aggregateCall.isDistinct()) {
return;
}
if (aggregateCall.getAggregation().equals(HiveGroupingID.INSTANCE)) {
return;
}
if (aggregateCall.filterArg >= 0) {
return;
}
SqlAggFunction aggFunction = HiveRelBuilder.getRollup(aggregateCall.getAggregation());
if (aggFunction == null) {
return;
}
topAggregateCalls.add(AggregateCall.create(aggFunction, aggregateCall.isDistinct(), aggregateCall.isApproximate(), ImmutableList.of(bottomAggregateGroupSet.cardinality() + i), -1, aggregateCall.collation, aggregateCall.type, aggregateCall.name));
}
if (aggregate.getCluster().getMetadataQuery().areColumnsUnique(aggregate.getInput(), bottomAggregateGroupSet)) {
// Nothing to do, probably already pushed
return;
}
final ImmutableBitSet topAggregateGroupSet = ImmutableBitSet.range(0, bottomAggregateGroupSet.cardinality());
final Map<Integer, Integer> map = new HashMap<>();
bottomAggregateGroupSet.forEach(k -> map.put(k, map.size()));
ImmutableList<ImmutableBitSet> topAggregateGroupSets = ImmutableBitSet.ORDERING.immutableSortedCopy(ImmutableBitSet.permute(aggregate.groupSets, map));
relBuilder.push(aggregate.getInput()).aggregate(relBuilder.groupKey(bottomAggregateGroupSet), aggregate.getAggCallList()).aggregate(relBuilder.groupKey(topAggregateGroupSet, topAggregateGroupSets), topAggregateCalls);
call.transformTo(relBuilder.build());
}
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