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Optimize protobuf parsing for flatten data #9999
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clintropolis
merged 5 commits into
apache:master
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xhl0726:feature-optimize-protobuf-parsing
Jun 25, 2020
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3968261
optimize for protobuf parsing
cccd904
fix import error and maven dependency
a7e5e23
add unit test in protobufInputrowParserTest for flatten data
95df02f
solve code duplication (remove the log and main())
178191f
rename 'flatten' to 'flat' to make it clearer
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159 changes: 159 additions & 0 deletions
159
benchmarks/src/test/java/org/apache/druid/benchmark/ProtobufParserBenchmark.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,159 @@ | ||
| /* | ||
| * 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.druid.benchmark; | ||
|
|
||
| import com.google.common.collect.Lists; | ||
| import com.google.common.io.Files; | ||
| import org.apache.druid.common.config.NullHandling; | ||
| import org.apache.druid.data.input.InputRow; | ||
| import org.apache.druid.data.input.impl.DimensionsSpec; | ||
| import org.apache.druid.data.input.impl.JSONParseSpec; | ||
| import org.apache.druid.data.input.impl.ParseSpec; | ||
| import org.apache.druid.data.input.impl.StringDimensionSchema; | ||
| import org.apache.druid.data.input.impl.TimestampSpec; | ||
| import org.apache.druid.data.input.protobuf.ProtobufInputRowParser; | ||
| import org.apache.druid.java.util.common.logger.Logger; | ||
| import org.apache.druid.java.util.common.parsers.JSONPathFieldSpec; | ||
| import org.apache.druid.java.util.common.parsers.JSONPathFieldType; | ||
| import org.apache.druid.java.util.common.parsers.JSONPathSpec; | ||
| import org.openjdk.jmh.annotations.Benchmark; | ||
| import org.openjdk.jmh.annotations.BenchmarkMode; | ||
| import org.openjdk.jmh.annotations.Fork; | ||
| import org.openjdk.jmh.annotations.Measurement; | ||
| import org.openjdk.jmh.annotations.Mode; | ||
| import org.openjdk.jmh.annotations.OutputTimeUnit; | ||
| import org.openjdk.jmh.annotations.Param; | ||
| import org.openjdk.jmh.annotations.Scope; | ||
| import org.openjdk.jmh.annotations.Setup; | ||
| import org.openjdk.jmh.annotations.State; | ||
| import org.openjdk.jmh.annotations.Warmup; | ||
| import org.openjdk.jmh.infra.Blackhole; | ||
|
|
||
| import java.io.File; | ||
| import java.io.FileNotFoundException; | ||
| import java.io.IOException; | ||
| import java.nio.ByteBuffer; | ||
| import java.util.concurrent.TimeUnit; | ||
|
|
||
| @State(Scope.Benchmark) | ||
| @Fork(value = 1) | ||
| @Warmup(iterations = 10) | ||
| @Measurement(iterations = 25) | ||
| public class ProtobufParserBenchmark | ||
| { | ||
| @Param({"75000"}) | ||
| private int rowsPerSegment; | ||
|
|
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| private static final Logger log = new Logger(ProtobufParserBenchmark.class); | ||
|
|
||
| static { | ||
| NullHandling.initializeForTests(); | ||
| } | ||
|
|
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| private ParseSpec nestedParseSpec; | ||
| private ProtobufInputRowParser nestedParser; | ||
| private ParseSpec flatParseSpec; | ||
| private ProtobufInputRowParser flatParser; | ||
| private byte[] protoInputs; | ||
| private String protoFilePath; | ||
|
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| @Setup | ||
| public void setup() | ||
| { | ||
| nestedParseSpec = new JSONParseSpec( | ||
| new TimestampSpec("timestamp", "iso", null), | ||
| new DimensionsSpec(Lists.newArrayList( | ||
| new StringDimensionSchema("event"), | ||
| new StringDimensionSchema("id"), | ||
| new StringDimensionSchema("someOtherId"), | ||
| new StringDimensionSchema("isValid") | ||
| ), null, null), | ||
| new JSONPathSpec( | ||
| true, | ||
| Lists.newArrayList( | ||
| new JSONPathFieldSpec(JSONPathFieldType.ROOT, "eventType", "eventType"), | ||
| new JSONPathFieldSpec(JSONPathFieldType.PATH, "foobar", "$.foo.bar"), | ||
| new JSONPathFieldSpec(JSONPathFieldType.PATH, "bar0", "$.bar[0].bar") | ||
| ) | ||
| ), | ||
| null, | ||
| null | ||
| ); | ||
|
|
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| flatParseSpec = new JSONParseSpec( | ||
| new TimestampSpec("timestamp", "iso", null), | ||
| new DimensionsSpec(Lists.newArrayList( | ||
| new StringDimensionSchema("event"), | ||
| new StringDimensionSchema("id"), | ||
| new StringDimensionSchema("someOtherId"), | ||
| new StringDimensionSchema("isValid") | ||
| ), null, null), | ||
| null, | ||
| null, | ||
| null | ||
| ); | ||
|
|
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| protoFilePath = "ProtoFile"; | ||
| protoInputs = getProtoInputs(protoFilePath); | ||
| nestedParser = new ProtobufInputRowParser(nestedParseSpec, "prototest.desc", "ProtoTestEvent"); | ||
| flatParser = new ProtobufInputRowParser(flatParseSpec, "prototest.desc", "ProtoTestEvent"); | ||
| } | ||
|
|
||
| @Benchmark | ||
| @BenchmarkMode(Mode.AverageTime) | ||
| @OutputTimeUnit(TimeUnit.MICROSECONDS) | ||
| public void consumeFlatData(Blackhole blackhole) | ||
| { | ||
| for (int i = 0; i < rowsPerSegment; i++) { | ||
| InputRow row = flatParser.parseBatch(ByteBuffer.wrap(protoInputs)).get(0); | ||
| blackhole.consume(row); | ||
| } | ||
| } | ||
|
|
||
| @Benchmark | ||
| @BenchmarkMode(Mode.AverageTime) | ||
| @OutputTimeUnit(TimeUnit.MICROSECONDS) | ||
| public void consumeNestedData(Blackhole blackhole) | ||
| { | ||
| for (int i = 0; i < rowsPerSegment; i++) { | ||
| InputRow row = nestedParser.parseBatch(ByteBuffer.wrap(protoInputs)).get(0); | ||
| blackhole.consume(row); | ||
| } | ||
|
|
||
| } | ||
| private byte[] getProtoInputs(String fileName) | ||
| { | ||
| String filePath = this.getClass().getClassLoader().getResource(fileName).getPath(); | ||
| byte[] bytes = null; | ||
| try { | ||
| File file = new File(filePath); | ||
| bytes = new byte[(int) file.length()]; | ||
| bytes = Files.toByteArray(file); | ||
| } | ||
| catch (FileNotFoundException e) { | ||
| log.error("Cannot find the file: " + filePath); | ||
| e.printStackTrace(); | ||
| } | ||
| catch (IOException e) { | ||
| e.printStackTrace(); | ||
| } | ||
| return bytes; | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| �$2012-07-12T09:30:00.000Z �$(2description=�p<B@�H�R | ||
| bazZ | ||
| bar0Z | ||
| bar1 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -52,6 +52,7 @@ public class ProtobufInputRowParserTest | |
| public ExpectedException expectedException = ExpectedException.none(); | ||
|
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| private ParseSpec parseSpec; | ||
| private ParseSpec flatParseSpec; | ||
|
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| @Before | ||
| public void setUp() | ||
|
|
@@ -76,6 +77,19 @@ public void setUp() | |
| null | ||
| ); | ||
|
|
||
| flatParseSpec = new JSONParseSpec( | ||
| new TimestampSpec("timestamp", "iso", null), | ||
| new DimensionsSpec(Lists.newArrayList( | ||
| new StringDimensionSchema("event"), | ||
| new StringDimensionSchema("id"), | ||
| new StringDimensionSchema("someOtherId"), | ||
| new StringDimensionSchema("isValid") | ||
| ), null, null), | ||
|
|
||
| null, | ||
| null, | ||
| null | ||
| ); | ||
| } | ||
|
|
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| @Test | ||
|
|
@@ -126,7 +140,7 @@ public void testSingleDescriptorNoMessageType() | |
| } | ||
|
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| @Test | ||
| public void testParse() throws Exception | ||
| public void testParseNestedData() throws Exception | ||
| { | ||
| //configure parser with desc file | ||
| ProtobufInputRowParser parser = new ProtobufInputRowParser(parseSpec, "prototest.desc", "ProtoTestEvent"); | ||
|
|
@@ -158,7 +172,6 @@ public void testParse() throws Exception | |
| event.writeTo(out); | ||
|
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| InputRow row = parser.parseBatch(ByteBuffer.wrap(out.toByteArray())).get(0); | ||
| System.out.println(row); | ||
|
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| Assert.assertEquals(dateTime.getMillis(), row.getTimestampFromEpoch()); | ||
|
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|
|
@@ -177,6 +190,45 @@ public void testParse() throws Exception | |
| Assert.assertEquals(816.0F, row.getMetric("someLongColumn").floatValue(), 0.0); | ||
| } | ||
|
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| @Test | ||
| public void testParseFlatData() throws Exception | ||
| { | ||
| //configure parser with desc file | ||
| ProtobufInputRowParser parser = new ProtobufInputRowParser(flatParseSpec, "prototest.desc", "ProtoTestEvent"); | ||
|
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| //create binary of proto test event | ||
| DateTime dateTime = new DateTime(2012, 7, 12, 9, 30, ISOChronology.getInstanceUTC()); | ||
| ProtoTestEventWrapper.ProtoTestEvent event = ProtoTestEventWrapper.ProtoTestEvent.newBuilder() | ||
| .setDescription("description") | ||
| .setEventType(ProtoTestEventWrapper.ProtoTestEvent.EventCategory.CATEGORY_ONE) | ||
| .setId(4711L) | ||
| .setIsValid(true) | ||
| .setSomeOtherId(4712) | ||
| .setTimestamp(dateTime.toString()) | ||
| .setSomeFloatColumn(47.11F) | ||
| .setSomeIntColumn(815) | ||
| .setSomeLongColumn(816L) | ||
| .build(); | ||
|
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| ByteArrayOutputStream out = new ByteArrayOutputStream(); | ||
| event.writeTo(out); | ||
|
|
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| InputRow row = parser.parseBatch(ByteBuffer.wrap(out.toByteArray())).get(0); | ||
| System.out.println(row); | ||
|
Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: unnecessary println, though there are others in this test file prior to this change so no worries |
||
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| Assert.assertEquals(dateTime.getMillis(), row.getTimestampFromEpoch()); | ||
|
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| assertDimensionEquals(row, "id", "4711"); | ||
| assertDimensionEquals(row, "isValid", "true"); | ||
| assertDimensionEquals(row, "someOtherId", "4712"); | ||
| assertDimensionEquals(row, "description", "description"); | ||
|
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|
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| Assert.assertEquals(47.11F, row.getMetric("someFloatColumn").floatValue(), 0.0); | ||
| Assert.assertEquals(815.0F, row.getMetric("someIntColumn").floatValue(), 0.0); | ||
| Assert.assertEquals(816.0F, row.getMetric("someLongColumn").floatValue(), 0.0); | ||
| } | ||
|
|
||
| @Test | ||
| public void testDisableJavaScript() | ||
| { | ||
|
|
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