adding support for complex keys (#728)
- Resolving the issue related to ambiguity in recordKey by creating and parsing json object as string. - added unit test for ComplexKeyGenerator - minor changes
This commit is contained in:
committed by
vinoth chandar
parent
1b61eb45e0
commit
17e878f721
@@ -0,0 +1,81 @@
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.uber.hoodie;
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import com.uber.hoodie.common.model.HoodieKey;
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import com.uber.hoodie.common.util.TypedProperties;
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import com.uber.hoodie.exception.HoodieException;
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import java.util.Arrays;
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import java.util.List;
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import org.apache.avro.generic.GenericRecord;
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/**
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* Complex key generator, which takes names of fields to be used for recordKey and partitionPath as
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* configs.
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*/
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public class ComplexKeyGenerator extends KeyGenerator {
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private static final String DEFAULT_PARTITION_PATH = "default";
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private static final String DEFAULT_PARTITION_PATH_SEPARATOR = "/";
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protected final List<String> recordKeyFields;
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protected final List<String> partitionPathFields;
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public ComplexKeyGenerator(TypedProperties props) {
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super(props);
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this.recordKeyFields = Arrays.asList(props.getString(DataSourceWriteOptions.RECORDKEY_FIELD_OPT_KEY()).split(","));
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this.partitionPathFields = Arrays.asList(props
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.getString(DataSourceWriteOptions.PARTITIONPATH_FIELD_OPT_KEY()).split(","));
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}
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@Override
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public HoodieKey getKey(GenericRecord record) {
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if (recordKeyFields == null || partitionPathFields == null) {
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throw new HoodieException(
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"Unable to find field names for record key or partition path in cfg");
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}
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StringBuilder recordKey = new StringBuilder();
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for (String recordKeyField : recordKeyFields) {
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recordKey.append(recordKeyField + ":" + DataSourceUtils.getNestedFieldValAsString(record, recordKeyField) + ",");
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}
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recordKey.deleteCharAt(recordKey.length() - 1);
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StringBuilder partitionPath = new StringBuilder();
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try {
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for (String partitionPathField : partitionPathFields) {
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partitionPath.append(DataSourceUtils.getNestedFieldValAsString(record, partitionPathField));
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partitionPath.append(DEFAULT_PARTITION_PATH_SEPARATOR);
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}
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partitionPath.deleteCharAt(partitionPath.length() - 1);
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} catch (HoodieException e) {
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partitionPath = partitionPath.append(DEFAULT_PARTITION_PATH);
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}
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return new HoodieKey(recordKey.toString(), partitionPath.toString());
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}
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public List<String> getRecordKeyFields() {
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return recordKeyFields;
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}
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public List<String> getPartitionPathFields() {
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return partitionPathFields;
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}
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}
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@@ -19,7 +19,7 @@ import java.util.Optional
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import com.uber.hoodie.common.util.{SchemaTestUtil, TypedProperties}
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import com.uber.hoodie.exception.HoodieException
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import com.uber.hoodie.{DataSourceWriteOptions, EmptyHoodieRecordPayload, OverwriteWithLatestAvroPayload, SimpleKeyGenerator}
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import com.uber.hoodie.{DataSourceWriteOptions, EmptyHoodieRecordPayload, OverwriteWithLatestAvroPayload, SimpleKeyGenerator, ComplexKeyGenerator}
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import org.apache.avro.generic.GenericRecord
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import org.junit.Assert._
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import org.junit.{Before, Test}
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@@ -99,6 +99,59 @@ class DataSourceDefaultsTest extends AssertionsForJUnit {
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assertEquals("default", hk3.getPartitionPath)
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}
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@Test def testComplexKeyGenerator() = {
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// top level, valid fields
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val hk1 = new ComplexKeyGenerator(getKeyConfig("field1,name", "field1,name")).getKey(baseRecord)
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assertEquals("field1:field1,name:name1", hk1.getRecordKey)
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assertEquals("field1/name1", hk1.getPartitionPath)
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// partition path field not specified
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try {
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val props = new TypedProperties()
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props.setProperty(DataSourceWriteOptions.RECORDKEY_FIELD_OPT_KEY, "field1")
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new ComplexKeyGenerator(props).getKey(baseRecord)
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fail("Should have errored out")
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} catch {
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case e: IllegalArgumentException => {
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// do nothing
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}
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};
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// recordkey field not specified
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try {
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val props = new TypedProperties()
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props.setProperty(DataSourceWriteOptions.PARTITIONPATH_FIELD_OPT_KEY, "partitionField")
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new ComplexKeyGenerator(props).getKey(baseRecord)
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fail("Should have errored out")
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} catch {
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case e: IllegalArgumentException => {
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// do nothing
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}
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};
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// nested field as record key and partition path
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val hk2 = new ComplexKeyGenerator(getKeyConfig("testNestedRecord.userId,testNestedRecord.isAdmin", "testNestedRecord.userId,testNestedRecord.isAdmin"))
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.getKey(baseRecord)
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assertEquals("testNestedRecord.userId:UserId1@001,testNestedRecord.isAdmin:false", hk2.getRecordKey)
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assertEquals("UserId1@001/false", hk2.getPartitionPath)
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// Nested record key not found
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try {
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new ComplexKeyGenerator(getKeyConfig("testNestedRecord.NotThere", "testNestedRecord.isAdmin"))
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.getKey(baseRecord)
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fail("Should have errored out")
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} catch {
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case e: HoodieException => {
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// do nothing
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}
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};
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// if partition path can't be found, return default partition path
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val hk3 = new ComplexKeyGenerator(getKeyConfig("testNestedRecord.userId", "testNestedRecord.notThere"))
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.getKey(baseRecord);
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assertEquals("default", hk3.getPartitionPath)
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}
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@Test def testOverwriteWithLatestAvroPayload() = {
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val overWritePayload1 = new OverwriteWithLatestAvroPayload(baseRecord, 1)
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val laterRecord = SchemaTestUtil
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