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* 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.
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package org.apache.beam.sdk.extensions.sql.meta.provider.test;
import static org.apache.beam.sdk.extensions.sql.meta.provider.test.TestTableProvider.PUSH_DOWN_OPTION;
import static org.hamcrest.MatcherAssert.assertThat;
import static org.hamcrest.Matchers.containsInAnyOrder;
import static org.hamcrest.core.IsInstanceOf.instanceOf;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertNull;
import com.alibaba.fastjson.JSON;
import java.util.List;
import org.apache.beam.sdk.extensions.sql.impl.BeamSqlEnv;
import org.apache.beam.sdk.extensions.sql.impl.rel.BeamCalcRel;
import org.apache.beam.sdk.extensions.sql.impl.rel.BeamIOSourceRel;
import org.apache.beam.sdk.extensions.sql.impl.rel.BeamRelNode;
import org.apache.beam.sdk.extensions.sql.impl.rel.BeamSqlRelUtils;
import org.apache.beam.sdk.extensions.sql.impl.rule.BeamCalcRule;
import org.apache.beam.sdk.extensions.sql.impl.rule.BeamIOPushDownRule;
import org.apache.beam.sdk.extensions.sql.meta.Table;
import org.apache.beam.sdk.extensions.sql.meta.provider.test.TestTableProvider.PushDownOptions;
import org.apache.beam.sdk.options.PipelineOptionsFactory;
import org.apache.beam.sdk.schemas.Schema;
import org.apache.beam.sdk.testing.PAssert;
import org.apache.beam.sdk.testing.TestPipeline;
import org.apache.beam.sdk.values.PCollection;
import org.apache.beam.sdk.values.Row;
import org.apache.beam.vendor.calcite.v1_20_0.com.google.common.collect.ImmutableList;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.plan.RelOptRule;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.rel.core.Calc;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.rel.rules.CalcMergeRule;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.rel.rules.FilterCalcMergeRule;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.rel.rules.FilterToCalcRule;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.rel.rules.ProjectCalcMergeRule;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.rel.rules.ProjectToCalcRule;
import org.apache.beam.vendor.calcite.v1_20_0.org.apache.calcite.tools.RuleSets;
import org.hamcrest.collection.IsIterableContainingInAnyOrder;
import org.joda.time.Duration;
import org.junit.Before;
import org.junit.Rule;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.junit.runners.JUnit4;
@RunWith(JUnit4.class)
public class TestTableProviderWithFilterPushDown {
private static final Schema BASIC_SCHEMA =
Schema.builder()
.addInt32Field("unused1")
.addInt32Field("id")
.addStringField("name")
.addInt16Field("unused2")
.addBooleanField("b")
.build();
private static final List<RelOptRule> rulesWithPushDown =
ImmutableList.of(
BeamCalcRule.INSTANCE,
FilterCalcMergeRule.INSTANCE,
ProjectCalcMergeRule.INSTANCE,
BeamIOPushDownRule.INSTANCE,
FilterToCalcRule.INSTANCE,
ProjectToCalcRule.INSTANCE,
CalcMergeRule.INSTANCE);
private BeamSqlEnv sqlEnv;
@Rule public TestPipeline pipeline = TestPipeline.create();
@Before
public void buildUp() {
TestTableProvider tableProvider = new TestTableProvider();
Table table = getTable("TEST", PushDownOptions.FILTER);
tableProvider.createTable(table);
tableProvider.addRows(
table.getName(),
row(BASIC_SCHEMA, 100, 1, "one", (short) 100, true),
row(BASIC_SCHEMA, 200, 2, "two", (short) 200, false));
sqlEnv =
BeamSqlEnv.builder(tableProvider)
.setPipelineOptions(PipelineOptionsFactory.create())
.setRuleSets(ImmutableList.of(RuleSets.ofList(rulesWithPushDown)))
.build();
}
@Test
public void testIOSourceRel_withFilter_shouldProjectAllFields() {
String selectTableStatement = "SELECT name FROM TEST where name='two'";
BeamRelNode beamRelNode = sqlEnv.parseQuery(selectTableStatement);
PCollection<Row> result = BeamSqlRelUtils.toPCollection(pipeline, beamRelNode);
assertThat(beamRelNode, instanceOf(BeamCalcRel.class));
// Condition should be pushed-down to IO level
assertNull(((Calc) beamRelNode).getProgram().getCondition());
assertThat(beamRelNode.getInput(0), instanceOf(BeamIOSourceRel.class));
List<String> projects = beamRelNode.getInput(0).getRowType().getFieldNames();
// When performing standalone filter push-down IO should project all fields.
assertThat(projects, containsInAnyOrder("unused1", "id", "name", "unused2", "b"));
assertEquals(Schema.builder().addStringField("name").build(), result.getSchema());
PAssert.that(result).containsInAnyOrder(row(result.getSchema(), "two"));
pipeline.run().waitUntilFinish(Duration.standardMinutes(2));
}
@Test
public void testIOSourceRel_selectAll_withSupportedFilter_shouldDropCalc() {
String selectTableStatement = "SELECT * FROM TEST where name='two'";
BeamRelNode beamRelNode = sqlEnv.parseQuery(selectTableStatement);
PCollection<Row> result = BeamSqlRelUtils.toPCollection(pipeline, beamRelNode);
// Calc is dropped, because all fields are projected in the same order and filter is
// pushed-down.
assertThat(beamRelNode, instanceOf(BeamIOSourceRel.class));
List<String> projects = beamRelNode.getRowType().getFieldNames();
assertThat(projects, containsInAnyOrder("unused1", "id", "name", "unused2", "b"));
assertEquals(BASIC_SCHEMA, result.getSchema());
PAssert.that(result)
.containsInAnyOrder(row(result.getSchema(), 200, 2, "two", (short) 200, false));
pipeline.run().waitUntilFinish(Duration.standardMinutes(2));
}
@Test
public void testIOSourceRel_withSupportedFilter_selectInRandomOrder() {
String selectTableStatement = "SELECT unused2, id, name FROM TEST where b";
BeamRelNode beamRelNode = sqlEnv.parseQuery(selectTableStatement);
PCollection<Row> result = BeamSqlRelUtils.toPCollection(pipeline, beamRelNode);
assertThat(beamRelNode, instanceOf(BeamCalcRel.class));
// Condition should be pushed-down to IO level
assertNull(((Calc) beamRelNode).getProgram().getCondition());
assertThat(beamRelNode.getInput(0), instanceOf(BeamIOSourceRel.class));
List<String> projects = beamRelNode.getInput(0).getRowType().getFieldNames();
// When performing standalone filter push-down IO should project all fields.
assertThat(projects, containsInAnyOrder("unused1", "id", "name", "unused2", "b"));
assertEquals(
Schema.builder()
.addInt16Field("unused2")
.addInt32Field("id")
.addStringField("name")
.build(),
result.getSchema());
PAssert.that(result).containsInAnyOrder(row(result.getSchema(), (short) 100, 1, "one"));
pipeline.run().waitUntilFinish(Duration.standardMinutes(2));
}
@Test
public void testIOSourceRel_withUnsupportedFilter_calcPreservesCondition() {
String selectTableStatement = "SELECT name FROM TEST where id+1=2";
BeamRelNode beamRelNode = sqlEnv.parseQuery(selectTableStatement);
PCollection<Row> result = BeamSqlRelUtils.toPCollection(pipeline, beamRelNode);
assertThat(beamRelNode, instanceOf(BeamCalcRel.class));
// Unsupported condition should be preserved in a Calc
assertNotNull(((Calc) beamRelNode).getProgram().getCondition());
assertThat(beamRelNode.getInput(0), instanceOf(BeamIOSourceRel.class));
List<String> projects = beamRelNode.getInput(0).getRowType().getFieldNames();
// When performing standalone filter push-down IO should project all fields.
assertThat(projects, containsInAnyOrder("unused1", "id", "name", "unused2", "b"));
assertEquals(Schema.builder().addStringField("name").build(), result.getSchema());
PAssert.that(result).containsInAnyOrder(row(result.getSchema(), "one"));
pipeline.run().waitUntilFinish(Duration.standardMinutes(2));
}
@Test
public void testIOSourceRel_selectAllFieldsInRandomOrder_shouldPushDownSupportedFilter() {
String selectTableStatement = "SELECT unused2, name, id, b, unused1 FROM TEST where name='two'";
BeamRelNode beamRelNode = sqlEnv.parseQuery(selectTableStatement);
PCollection<Row> result = BeamSqlRelUtils.toPCollection(pipeline, beamRelNode);
// Calc should not be dropped, because fields are selected in a different order, even though
// all filters are supported and all fields are projected.
assertThat(beamRelNode, instanceOf(BeamCalcRel.class));
assertNull(((BeamCalcRel) beamRelNode).getProgram().getCondition());
assertThat(beamRelNode.getInput(0), instanceOf(BeamIOSourceRel.class));
List<String> projects = beamRelNode.getInput(0).getRowType().getFieldNames();
// When performing standalone filter push-down IO should project all fields.
assertThat(projects, containsInAnyOrder("unused1", "id", "name", "unused2", "b"));
assertEquals(
Schema.builder()
.addInt16Field("unused2")
.addStringField("name")
.addInt32Field("id")
.addBooleanField("b")
.addInt32Field("unused1")
.build(),
result.getSchema());
PAssert.that(result)
.containsInAnyOrder(row(result.getSchema(), (short) 200, "two", 2, false, 200));
pipeline.run().waitUntilFinish(Duration.standardMinutes(2));
}
@Test
public void testIOSourceRel_selectOneFieldsMoreThanOnce() {
String selectTableStatement = "SELECT b, b, b, b, b FROM TEST";
BeamRelNode beamRelNode = sqlEnv.parseQuery(selectTableStatement);
PCollection<Row> result = BeamSqlRelUtils.toPCollection(pipeline, beamRelNode);
// Calc must not be dropped
assertThat(beamRelNode, instanceOf(BeamCalcRel.class));
assertThat(beamRelNode.getInput(0), instanceOf(BeamIOSourceRel.class));
// Make sure project push-down was done
List<String> pushedFields = beamRelNode.getInput(0).getRowType().getFieldNames();
// When performing standalone filter push-down IO should project all fields.
assertThat(
pushedFields,
IsIterableContainingInAnyOrder.containsInAnyOrder("unused1", "id", "name", "unused2", "b"));
assertEquals(
Schema.builder()
.addBooleanField("b")
.addBooleanField("b0")
.addBooleanField("b1")
.addBooleanField("b2")
.addBooleanField("b3")
.build(),
result.getSchema());
PAssert.that(result)
.containsInAnyOrder(
row(result.getSchema(), true, true, true, true, true),
row(result.getSchema(), false, false, false, false, false));
pipeline.run().waitUntilFinish(Duration.standardMinutes(2));
}
@Test
public void testIOSourceRel_selectOneFieldsMoreThanOnce_withSupportedPredicate() {
String selectTableStatement = "SELECT b, b, b, b, b FROM TEST where b";
// Calc must not be dropped
BeamRelNode beamRelNode = sqlEnv.parseQuery(selectTableStatement);
PCollection<Row> result = BeamSqlRelUtils.toPCollection(pipeline, beamRelNode);
assertThat(beamRelNode, instanceOf(BeamCalcRel.class));
// Supported predicate should be pushed-down
assertNull(((BeamCalcRel) beamRelNode).getProgram().getCondition());
assertThat(beamRelNode.getInput(0), instanceOf(BeamIOSourceRel.class));
// Make sure project push-down was done
List<String> pushedFields = beamRelNode.getInput(0).getRowType().getFieldNames();
assertThat(
pushedFields,
IsIterableContainingInAnyOrder.containsInAnyOrder("unused1", "id", "name", "unused2", "b"));
assertEquals(
Schema.builder()
.addBooleanField("b")
.addBooleanField("b0")
.addBooleanField("b1")
.addBooleanField("b2")
.addBooleanField("b3")
.build(),
result.getSchema());
PAssert.that(result).containsInAnyOrder(row(result.getSchema(), true, true, true, true, true));
pipeline.run().waitUntilFinish(Duration.standardMinutes(2));
}
private static Table getTable(String name, PushDownOptions options) {
return Table.builder()
.name(name)
.comment(name + " table")
.schema(BASIC_SCHEMA)
.properties(
JSON.parseObject("{ " + PUSH_DOWN_OPTION + ": " + "\"" + options.toString() + "\" }"))
.type("test")
.build();
}
private static Row row(Schema schema, Object... objects) {
return Row.withSchema(schema).addValues(objects).build();
}
}