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SubstraitRelNodeConverter.java
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SubstraitRelNodeConverter.java
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package io.substrait.isthmus;
import static io.substrait.isthmus.SqlToSubstrait.EXTENSION_COLLECTION;
import io.substrait.expression.Expression;
import io.substrait.extension.SimpleExtension;
import io.substrait.isthmus.expression.AggregateFunctionConverter;
import io.substrait.isthmus.expression.ExpressionRexConverter;
import io.substrait.isthmus.expression.ScalarFunctionConverter;
import io.substrait.isthmus.expression.WindowFunctionConverter;
import io.substrait.relation.AbstractRelVisitor;
import io.substrait.relation.Aggregate;
import io.substrait.relation.Cross;
import io.substrait.relation.Fetch;
import io.substrait.relation.Filter;
import io.substrait.relation.Join;
import io.substrait.relation.LocalFiles;
import io.substrait.relation.NamedScan;
import io.substrait.relation.Project;
import io.substrait.relation.Rel;
import io.substrait.relation.Set;
import io.substrait.relation.Sort;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.List;
import java.util.Optional;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import java.util.stream.Stream;
import org.apache.calcite.plan.RelOptCluster;
import org.apache.calcite.plan.RelTraitDef;
import org.apache.calcite.prepare.Prepare;
import org.apache.calcite.rel.RelCollation;
import org.apache.calcite.rel.RelCollations;
import org.apache.calcite.rel.RelFieldCollation;
import org.apache.calcite.rel.RelNode;
import org.apache.calcite.rel.core.AggregateCall;
import org.apache.calcite.rel.core.JoinRelType;
import org.apache.calcite.rel.type.RelDataType;
import org.apache.calcite.rel.type.RelDataTypeFactory;
import org.apache.calcite.rel.type.RelDataTypeField;
import org.apache.calcite.rex.RexBuilder;
import org.apache.calcite.rex.RexInputRef;
import org.apache.calcite.rex.RexNode;
import org.apache.calcite.rex.RexSlot;
import org.apache.calcite.sql.SqlAggFunction;
import org.apache.calcite.sql.parser.SqlParser;
import org.apache.calcite.tools.Frameworks;
import org.apache.calcite.tools.RelBuilder;
/**
* RelVisitor to convert Substrait Rel plan to Calcite RelNode plan. Unsupported Rel node will call
* visitFallback and throw UnsupportedOperationException.
*/
public class SubstraitRelNodeConverter extends AbstractRelVisitor<RelNode, RuntimeException> {
protected final RelDataTypeFactory typeFactory;
protected final ScalarFunctionConverter scalarFunctionConverter;
protected final AggregateFunctionConverter aggregateFunctionConverter;
protected final ExpressionRexConverter expressionRexConverter;
protected final RelBuilder relBuilder;
protected final RexBuilder rexBuilder;
private final TypeConverter typeConverter;
public SubstraitRelNodeConverter(
SimpleExtension.ExtensionCollection extensions,
RelDataTypeFactory typeFactory,
RelBuilder relBuilder) {
this(
typeFactory,
relBuilder,
new ScalarFunctionConverter(extensions.scalarFunctions(), typeFactory),
new AggregateFunctionConverter(extensions.aggregateFunctions(), typeFactory),
new WindowFunctionConverter(extensions.windowFunctions(), typeFactory),
TypeConverter.DEFAULT);
}
public SubstraitRelNodeConverter(
RelDataTypeFactory typeFactory,
RelBuilder relBuilder,
ScalarFunctionConverter scalarFunctionConverter,
AggregateFunctionConverter aggregateFunctionConverter,
WindowFunctionConverter windowFunctionConverter,
TypeConverter typeConverter) {
this(
typeFactory,
relBuilder,
scalarFunctionConverter,
aggregateFunctionConverter,
windowFunctionConverter,
typeConverter,
new ExpressionRexConverter(
typeFactory, scalarFunctionConverter, windowFunctionConverter, typeConverter));
}
public SubstraitRelNodeConverter(
RelDataTypeFactory typeFactory,
RelBuilder relBuilder,
ScalarFunctionConverter scalarFunctionConverter,
AggregateFunctionConverter aggregateFunctionConverter,
WindowFunctionConverter windowFunctionConverter,
TypeConverter typeConverter,
ExpressionRexConverter expressionRexConverter) {
this.typeFactory = typeFactory;
this.typeConverter = typeConverter;
this.relBuilder = relBuilder;
this.rexBuilder = new RexBuilder(typeFactory);
this.scalarFunctionConverter = scalarFunctionConverter;
this.aggregateFunctionConverter = aggregateFunctionConverter;
this.expressionRexConverter = expressionRexConverter;
this.expressionRexConverter.setRelNodeConverter(this);
}
public static RelNode convert(
Rel relRoot,
RelOptCluster relOptCluster,
Prepare.CatalogReader catalogReader,
SqlParser.Config parserConfig) {
var relBuilder =
RelBuilder.create(
Frameworks.newConfigBuilder()
.parserConfig(parserConfig)
.defaultSchema(catalogReader.getRootSchema().plus())
.traitDefs((List<RelTraitDef>) null)
.programs()
.build());
return relRoot.accept(
new SubstraitRelNodeConverter(
EXTENSION_COLLECTION, relOptCluster.getTypeFactory(), relBuilder));
}
@Override
public RelNode visit(Filter filter) throws RuntimeException {
RelNode input = filter.getInput().accept(this);
RexNode filterCondition = filter.getCondition().accept(expressionRexConverter);
RelNode node = relBuilder.push(input).filter(filterCondition).build();
return applyRemap(node, filter.getRemap());
}
@Override
public RelNode visit(NamedScan namedScan) throws RuntimeException {
RelNode node = relBuilder.scan(namedScan.getNames()).build();
return applyRemap(node, namedScan.getRemap());
}
@Override
public RelNode visit(LocalFiles localFiles) throws RuntimeException {
return visitFallback(localFiles);
}
@Override
public RelNode visit(Project project) throws RuntimeException {
RelNode child = project.getInput().accept(this);
Stream<RexNode> directOutputs =
IntStream.range(0, child.getRowType().getFieldCount())
.mapToObj(fieldIndex -> rexBuilder.makeInputRef(child, fieldIndex));
Stream<RexNode> exprs =
project.getExpressions().stream().map(expr -> expr.accept(expressionRexConverter));
List<RexNode> rexExprs =
Stream.concat(directOutputs, exprs).collect(java.util.stream.Collectors.toList());
RelNode node = relBuilder.push(child).project(rexExprs).build();
return applyRemap(node, project.getRemap());
}
@Override
public RelNode visit(Cross cross) throws RuntimeException {
RelNode left = cross.getLeft().accept(this);
RelNode right = cross.getRight().accept(this);
// Calcite represents CROSS JOIN as the equivalent INNER JOIN with true condition
RelNode node =
relBuilder.push(left).push(right).join(JoinRelType.INNER, relBuilder.literal(true)).build();
return applyRemap(node, cross.getRemap());
}
@Override
public RelNode visit(Join join) throws RuntimeException {
var left = join.getLeft().accept(this);
var right = join.getRight().accept(this);
var condition =
join.getCondition()
.map(c -> c.accept(expressionRexConverter))
.orElse(relBuilder.literal(true));
var joinType =
switch (join.getJoinType()) {
case INNER -> JoinRelType.INNER;
case LEFT -> JoinRelType.LEFT;
case RIGHT -> JoinRelType.RIGHT;
case OUTER -> JoinRelType.FULL;
case SEMI -> JoinRelType.SEMI;
case ANTI -> JoinRelType.ANTI;
case UNKNOWN -> throw new UnsupportedOperationException(
"Unknown join type is not supported");
};
RelNode node = relBuilder.push(left).push(right).join(joinType, condition).build();
return applyRemap(node, join.getRemap());
}
@Override
public RelNode visit(Set set) throws RuntimeException {
int numInputs = set.getInputs().size();
set.getInputs()
.forEach(
input -> {
relBuilder.push(input.accept(this));
});
var builder =
switch (set.getSetOp()) {
case MINUS_PRIMARY -> relBuilder.minus(false, numInputs);
case MINUS_MULTISET -> relBuilder.minus(true, numInputs);
case INTERSECTION_PRIMARY -> relBuilder.intersect(false, numInputs);
case INTERSECTION_MULTISET -> relBuilder.intersect(true, numInputs);
case UNION_DISTINCT -> relBuilder.union(false, numInputs);
case UNION_ALL -> relBuilder.union(true, numInputs);
case UNKNOWN -> throw new UnsupportedOperationException(
"Unknown set operation is not supported");
};
RelNode node = builder.build();
return applyRemap(node, set.getRemap());
}
@Override
public RelNode visit(Aggregate aggregate) throws RuntimeException {
if (!PreCalciteAggregateValidator.isValidCalciteAggregate(aggregate)) {
aggregate =
PreCalciteAggregateValidator.PreCalciteAggregateTransformer
.transformToValidCalciteAggregate(aggregate);
}
RelNode child = aggregate.getInput().accept(this);
var groupExprLists =
aggregate.getGroupings().stream()
.map(
gr ->
gr.getExpressions().stream()
.map(expr -> expr.accept(expressionRexConverter))
.collect(java.util.stream.Collectors.toList()))
.collect(java.util.stream.Collectors.toList());
List<RexNode> groupExprs =
groupExprLists.stream().flatMap(Collection::stream).collect(Collectors.toList());
RelBuilder.GroupKey groupKey = relBuilder.groupKey(groupExprs, groupExprLists);
List<AggregateCall> aggregateCalls =
aggregate.getMeasures().stream()
.map(this::fromMeasure)
.collect(java.util.stream.Collectors.toList());
RelNode node = relBuilder.push(child).aggregate(groupKey, aggregateCalls).build();
return applyRemap(node, aggregate.getRemap());
}
private AggregateCall fromMeasure(Aggregate.Measure measure) {
var eArgs = measure.getFunction().arguments();
var arguments =
IntStream.range(0, measure.getFunction().arguments().size())
.mapToObj(
i ->
eArgs
.get(i)
.accept(measure.getFunction().declaration(), i, expressionRexConverter))
.collect(java.util.stream.Collectors.toList());
var operator =
aggregateFunctionConverter.getSqlOperatorFromSubstraitFunc(
measure.getFunction().declaration().key(), measure.getFunction().outputType());
if (!operator.isPresent()) {
throw new IllegalArgumentException(
String.format(
"Unable to find binding for call %s", measure.getFunction().declaration().name()));
}
List<Integer> argIndex = new ArrayList<>();
for (RexNode arg : arguments) {
// arguments are guaranteed to be RexInputRef because of the prior call to
// transformToValidCalciteAggregate
argIndex.add(((RexInputRef) arg).getIndex());
}
boolean distinct =
measure.getFunction().invocation().equals(Expression.AggregationInvocation.DISTINCT);
SqlAggFunction aggFunction;
RelDataType returnType = typeConverter.toCalcite(typeFactory, measure.getFunction().getType());
if (operator.get() instanceof SqlAggFunction) {
aggFunction = (SqlAggFunction) operator.get();
} else {
String msg =
String.format(
"Unable to convert non-aggregate operator: %s for substrait aggregate function %s",
operator.get(), measure.getFunction().declaration().name());
throw new IllegalArgumentException(msg);
}
int filterArg = -1;
if (measure.getPreMeasureFilter().isPresent()) {
RexNode filter = measure.getPreMeasureFilter().get().accept(expressionRexConverter);
filterArg = ((RexInputRef) filter).getIndex();
}
RelCollation relCollation = RelCollations.EMPTY;
if (!measure.getFunction().sort().isEmpty()) {
relCollation =
RelCollations.of(
measure.getFunction().sort().stream()
.map(sortField -> toRelFieldCollation(sortField))
.collect(Collectors.toList()));
}
return AggregateCall.create(
aggFunction,
distinct,
false,
false,
Collections.emptyList(),
argIndex,
filterArg,
null,
relCollation,
returnType,
null);
}
@Override
public RelNode visit(Sort sort) throws RuntimeException {
RelNode child = sort.getInput().accept(this);
List<RelFieldCollation> relFieldCollations =
sort.getSortFields().stream()
.map(sortField -> toRelFieldCollation(sortField))
.collect(java.util.stream.Collectors.toList());
if (relFieldCollations.isEmpty()) {
return relBuilder.push(child).sort(Collections.EMPTY_LIST).build();
}
RelNode node = relBuilder.push(child).sort(RelCollations.of(relFieldCollations)).build();
return applyRemap(node, sort.getRemap());
}
@Override
public RelNode visit(Fetch fetch) throws RuntimeException {
RelNode child = fetch.getInput().accept(this);
var optCount = fetch.getCount();
long count = optCount.orElse(-1L);
var offset = fetch.getOffset();
if (offset > Integer.MAX_VALUE) {
throw new RuntimeException(String.format("offset is overflowed as an integer: %d", offset));
}
if (count > Integer.MAX_VALUE) {
throw new RuntimeException(String.format("count is overflowed as an integer: %d", count));
}
RelNode node = relBuilder.push(child).limit((int) offset, (int) count).build();
return applyRemap(node, fetch.getRemap());
}
private RelFieldCollation toRelFieldCollation(Expression.SortField sortField) {
var expression = sortField.expr();
var rex = expression.accept(expressionRexConverter);
var sortDirection = sortField.direction();
RexSlot rexSlot = (RexSlot) rex;
int fieldIndex = rexSlot.getIndex();
var fieldDirection = RelFieldCollation.Direction.ASCENDING;
var nullDirection = RelFieldCollation.NullDirection.UNSPECIFIED;
switch (sortDirection) {
case ASC_NULLS_FIRST -> nullDirection = RelFieldCollation.NullDirection.FIRST;
case ASC_NULLS_LAST -> nullDirection = RelFieldCollation.NullDirection.LAST;
case DESC_NULLS_FIRST -> {
nullDirection = RelFieldCollation.NullDirection.FIRST;
fieldDirection = RelFieldCollation.Direction.DESCENDING;
}
case DESC_NULLS_LAST -> {
nullDirection = RelFieldCollation.NullDirection.LAST;
fieldDirection = RelFieldCollation.Direction.DESCENDING;
}
case CLUSTERED -> fieldDirection = RelFieldCollation.Direction.CLUSTERED;
default -> throw new RuntimeException(
String.format("Unexpected Expression.SortDirection enum: %s !", sortDirection));
}
return new RelFieldCollation(fieldIndex, fieldDirection, nullDirection);
}
@Override
public RelNode visitFallback(Rel rel) throws RuntimeException {
throw new UnsupportedOperationException(
String.format(
"Rel %s of type %s not handled by visitor type %s.",
rel, rel.getClass().getCanonicalName(), this.getClass().getCanonicalName()));
}
protected RelNode applyRemap(RelNode relNode, Optional<Rel.Remap> remap) {
if (remap.isPresent()) {
return applyRemap(relNode, remap.get());
}
return relNode;
}
private RelNode applyRemap(RelNode relNode, Rel.Remap remap) {
var rowType = relNode.getRowType();
var fieldNames = rowType.getFieldNames();
List<RexNode> rexList =
remap.indices().stream()
.map(
index -> {
RelDataTypeField t = rowType.getField(fieldNames.get(index), true, false);
return new RexInputRef(index, t.getValue());
})
.collect(java.util.stream.Collectors.toList());
return relBuilder.push(relNode).project(rexList).build();
}
private void checkRexInputRefOnly(RexNode rexNode, String context, String aggName) {
if (!(rexNode instanceof RexInputRef)) {
throw new UnsupportedOperationException(
String.format(
"Compound expression %s in %s of agg function %s is not implemented yet.",
rexNode, context, aggName));
}
}
}