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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:
Jaimin Shah
2019-06-21 12:55:06 +05:30
committed by vinoth chandar
parent 1b61eb45e0
commit 17e878f721
2 changed files with 135 additions and 1 deletions

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@@ -0,0 +1,81 @@
/*
* 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 com.uber.hoodie;
import com.uber.hoodie.common.model.HoodieKey;
import com.uber.hoodie.common.util.TypedProperties;
import com.uber.hoodie.exception.HoodieException;
import java.util.Arrays;
import java.util.List;
import org.apache.avro.generic.GenericRecord;
/**
* Complex key generator, which takes names of fields to be used for recordKey and partitionPath as
* configs.
*/
public class ComplexKeyGenerator extends KeyGenerator {
private static final String DEFAULT_PARTITION_PATH = "default";
private static final String DEFAULT_PARTITION_PATH_SEPARATOR = "/";
protected final List<String> recordKeyFields;
protected final List<String> partitionPathFields;
public ComplexKeyGenerator(TypedProperties props) {
super(props);
this.recordKeyFields = Arrays.asList(props.getString(DataSourceWriteOptions.RECORDKEY_FIELD_OPT_KEY()).split(","));
this.partitionPathFields = Arrays.asList(props
.getString(DataSourceWriteOptions.PARTITIONPATH_FIELD_OPT_KEY()).split(","));
}
@Override
public HoodieKey getKey(GenericRecord record) {
if (recordKeyFields == null || partitionPathFields == null) {
throw new HoodieException(
"Unable to find field names for record key or partition path in cfg");
}
StringBuilder recordKey = new StringBuilder();
for (String recordKeyField : recordKeyFields) {
recordKey.append(recordKeyField + ":" + DataSourceUtils.getNestedFieldValAsString(record, recordKeyField) + ",");
}
recordKey.deleteCharAt(recordKey.length() - 1);
StringBuilder partitionPath = new StringBuilder();
try {
for (String partitionPathField : partitionPathFields) {
partitionPath.append(DataSourceUtils.getNestedFieldValAsString(record, partitionPathField));
partitionPath.append(DEFAULT_PARTITION_PATH_SEPARATOR);
}
partitionPath.deleteCharAt(partitionPath.length() - 1);
} catch (HoodieException e) {
partitionPath = partitionPath.append(DEFAULT_PARTITION_PATH);
}
return new HoodieKey(recordKey.toString(), partitionPath.toString());
}
public List<String> getRecordKeyFields() {
return recordKeyFields;
}
public List<String> getPartitionPathFields() {
return partitionPathFields;
}
}

View File

@@ -19,7 +19,7 @@ import java.util.Optional
import com.uber.hoodie.common.util.{SchemaTestUtil, TypedProperties}
import com.uber.hoodie.exception.HoodieException
import com.uber.hoodie.{DataSourceWriteOptions, EmptyHoodieRecordPayload, OverwriteWithLatestAvroPayload, SimpleKeyGenerator}
import com.uber.hoodie.{DataSourceWriteOptions, EmptyHoodieRecordPayload, OverwriteWithLatestAvroPayload, SimpleKeyGenerator, ComplexKeyGenerator}
import org.apache.avro.generic.GenericRecord
import org.junit.Assert._
import org.junit.{Before, Test}
@@ -99,6 +99,59 @@ class DataSourceDefaultsTest extends AssertionsForJUnit {
assertEquals("default", hk3.getPartitionPath)
}
@Test def testComplexKeyGenerator() = {
// top level, valid fields
val hk1 = new ComplexKeyGenerator(getKeyConfig("field1,name", "field1,name")).getKey(baseRecord)
assertEquals("field1:field1,name:name1", hk1.getRecordKey)
assertEquals("field1/name1", hk1.getPartitionPath)
// partition path field not specified
try {
val props = new TypedProperties()
props.setProperty(DataSourceWriteOptions.RECORDKEY_FIELD_OPT_KEY, "field1")
new ComplexKeyGenerator(props).getKey(baseRecord)
fail("Should have errored out")
} catch {
case e: IllegalArgumentException => {
// do nothing
}
};
// recordkey field not specified
try {
val props = new TypedProperties()
props.setProperty(DataSourceWriteOptions.PARTITIONPATH_FIELD_OPT_KEY, "partitionField")
new ComplexKeyGenerator(props).getKey(baseRecord)
fail("Should have errored out")
} catch {
case e: IllegalArgumentException => {
// do nothing
}
};
// nested field as record key and partition path
val hk2 = new ComplexKeyGenerator(getKeyConfig("testNestedRecord.userId,testNestedRecord.isAdmin", "testNestedRecord.userId,testNestedRecord.isAdmin"))
.getKey(baseRecord)
assertEquals("testNestedRecord.userId:UserId1@001,testNestedRecord.isAdmin:false", hk2.getRecordKey)
assertEquals("UserId1@001/false", hk2.getPartitionPath)
// Nested record key not found
try {
new ComplexKeyGenerator(getKeyConfig("testNestedRecord.NotThere", "testNestedRecord.isAdmin"))
.getKey(baseRecord)
fail("Should have errored out")
} catch {
case e: HoodieException => {
// do nothing
}
};
// if partition path can't be found, return default partition path
val hk3 = new ComplexKeyGenerator(getKeyConfig("testNestedRecord.userId", "testNestedRecord.notThere"))
.getKey(baseRecord);
assertEquals("default", hk3.getPartitionPath)
}
@Test def testOverwriteWithLatestAvroPayload() = {
val overWritePayload1 = new OverwriteWithLatestAvroPayload(baseRecord, 1)
val laterRecord = SchemaTestUtil