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/*
* 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.beam.sdk.extensions.sql.impl.transform;
import java.util.Iterator;
import org.apache.beam.sdk.extensions.sql.impl.rel.BeamSetOperatorRelBase;
import org.apache.beam.sdk.transforms.DoFn;
import org.apache.beam.sdk.transforms.SimpleFunction;
import org.apache.beam.sdk.transforms.join.CoGbkResult;
import org.apache.beam.sdk.values.KV;
import org.apache.beam.sdk.values.Row;
import org.apache.beam.sdk.values.TupleTag;
import org.apache.beam.vendor.calcite.v1_20_0.com.google.common.collect.Iterators;
/** Collections of {@code PTransform} and {@code DoFn} used to perform Set operations. */
public abstract class BeamSetOperatorsTransforms {
/** Transform a {@code BeamSqlRow} to a {@code KV<BeamSqlRow, BeamSqlRow>}. */
public static class BeamSqlRow2KvFn extends SimpleFunction<Row, KV<Row, Row>> {
@Override
public KV<Row, Row> apply(Row input) {
return KV.of(input, input);
}
}
/** Filter function used for Set operators. */
public static class SetOperatorFilteringDoFn extends DoFn<KV<Row, CoGbkResult>, Row> {
private TupleTag<Row> leftTag;
private TupleTag<Row> rightTag;
private BeamSetOperatorRelBase.OpType opType;
// ALL?
private boolean all;
public SetOperatorFilteringDoFn(
TupleTag<Row> leftTag,
TupleTag<Row> rightTag,
BeamSetOperatorRelBase.OpType opType,
boolean all) {
this.leftTag = leftTag;
this.rightTag = rightTag;
this.opType = opType;
this.all = all;
}
@ProcessElement
public void processElement(ProcessContext ctx) {
CoGbkResult coGbkResult = ctx.element().getValue();
Iterable<Row> leftRows = coGbkResult.getAll(leftTag);
Iterable<Row> rightRows = coGbkResult.getAll(rightTag);
switch (opType) {
case UNION:
if (all) {
// output both left & right
Iterator<Row> iter = leftRows.iterator();
while (iter.hasNext()) {
ctx.output(iter.next());
}
iter = rightRows.iterator();
while (iter.hasNext()) {
ctx.output(iter.next());
}
} else {
// only output the key
ctx.output(ctx.element().getKey());
}
break;
case INTERSECT:
if (leftRows.iterator().hasNext() && rightRows.iterator().hasNext()) {
if (all) {
int leftCount = Iterators.size(leftRows.iterator());
int rightCount = Iterators.size(rightRows.iterator());
// Say for Row R, there are m instances on left and n instances on right,
// INTERSECT ALL outputs MIN(m, n) instances of R.
Iterator<Row> iter =
(leftCount <= rightCount) ? leftRows.iterator() : rightRows.iterator();
while (iter.hasNext()) {
ctx.output(iter.next());
}
} else {
ctx.output(ctx.element().getKey());
}
}
break;
case MINUS:
// Say for Row R, there are m instances on left and n instances on right:
// - EXCEPT ALL outputs MAX(m - n, 0) instances of R.
// - EXCEPT [DISTINCT] outputs a single instance of R if m > 0 and n == 0, else
// they output 0 instances.
if (leftRows.iterator().hasNext() && !rightRows.iterator().hasNext()) {
Iterator<Row> iter = leftRows.iterator();
if (all) {
// output all
while (iter.hasNext()) {
ctx.output(iter.next());
}
} else {
// only output one
ctx.output(iter.next());
}
} else if (leftRows.iterator().hasNext() && rightRows.iterator().hasNext()) {
int leftCount = Iterators.size(leftRows.iterator());
int rightCount = Iterators.size(rightRows.iterator());
int outputCount = leftCount - rightCount;
if (outputCount > 0) {
if (all) {
while (outputCount > 0) {
outputCount--;
ctx.output(ctx.element().getKey());
}
}
// Dont output any in DISTINCT (if (!all)) case
}
}
}
}
}
}