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Custom version of CassandraConverters.scala in the spark/examples/src/main/scala/org/apache/spark/examples/pythonconverters/CassandraConverters.scala. Provides better (though not perfect) serialization of keys and values for CqlOutputFormat.
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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.spark.examples.pythonconverters | |
import org.apache.cassandra.serializers._ | |
import java.util.{GregorianCalendar, UUID, Date} | |
import java.net.InetAddress | |
import org.apache.spark.Logging | |
import org.apache.spark.api.python.Converter | |
import java.nio.ByteBuffer | |
import org.apache.cassandra.utils.ByteBufferUtil | |
import collection.JavaConversions._ | |
/** | |
* Implementation of [[org.apache.spark.api.python.Converter]] that converts Cassandra | |
* output to a Map[String, Int] | |
*/ | |
class CassandraCQLKeyConverter extends Converter[Any, java.util.Map[String, Int]] { | |
override def convert(obj: Any): java.util.Map[String, Int] = { | |
val result = obj.asInstanceOf[java.util.Map[String, ByteBuffer]] | |
mapAsJavaMap(result.mapValues(bb => ByteBufferUtil.toInt(bb))) | |
} | |
} | |
/** | |
* Implementation of [[org.apache.spark.api.python.Converter]] that converts Cassandra | |
* output to a Map[String, String] | |
*/ | |
class CassandraCQLValueConverter extends Converter[Any, java.util.Map[String, String]] { | |
override def convert(obj: Any): java.util.Map[String, String] = { | |
val result = obj.asInstanceOf[java.util.Map[String, ByteBuffer]] | |
mapAsJavaMap(result.mapValues(bb => ByteBufferUtil.string(bb))) | |
} | |
} | |
/** | |
* Implementation of [[org.apache.spark.api.python.Converter]] that converts a | |
* Map[String, Int] to Cassandra key | |
*/ | |
// class ToCassandraCQLKeyConverter extends Converter[Any, java.util.Map[String, ByteBuffer]] | |
// with Logging { | |
// override def convert(obj: Any): java.util.Map[String, ByteBuffer] = { | |
// // val input = obj.asInstanceOf[java.util.Map[String, Int]] | |
// val input = obj.asInstanceOf[java.util.Map[String, Any]] | |
// mapAsJavaMap(input.mapValues(i => ByteBufferUtil.bytes(i))) | |
// } | |
// } | |
trait GenericCassandraSerializer { | |
def serializeToCassandra(obj: Any): ByteBuffer = obj match { | |
case b:Boolean => BooleanSerializer.instance.serialize(b) | |
case bd:BigDecimal => DecimalSerializer.instance.serialize(bd.underlying) | |
case d:Double => DoubleSerializer.instance.serialize(d) | |
case f:Float => FloatSerializer.instance.serialize(f) | |
case iNetAddress:InetAddress => InetAddressSerializer.instance.serialize(iNetAddress) | |
case i:Int => Int32Serializer.instance.serialize(i) | |
case bi:BigInt => IntegerSerializer.instance.serialize(bi.underlying) | |
// TODO: Generic list serializer | |
case slist:List[_] => | |
ListSerializer.getInstance(UTF8Serializer.instance) | |
.serialize(slist.asInstanceOf[java.util.List[String]]) | |
case l:Long => LongSerializer.instance.serialize(l) | |
// TODO: Generic map serializer | |
case hashMap:java.util.HashMap[_, _] => | |
// Have to do something super hacky here. To play nice with CQL, it | |
// actually stores Maps as <map_name>:<key> => <value> so we have to | |
MapSerializer.getInstance(UTF8Serializer.instance, UTF8Serializer.instance) | |
.serialize(hashMap.asInstanceOf[java.util.HashMap[String, String]]) | |
case m:Map[_, _] => | |
MapSerializer.getInstance(UTF8Serializer.instance, UTF8Serializer.instance) | |
.serialize(m.asInstanceOf[java.util.Map[String, String]]) | |
// TODO: Generic set serializer | |
case set:Set[_] => | |
SetSerializer.getInstance(UTF8Serializer.instance) | |
.serialize(set.asInstanceOf[java.util.Set[String]]) | |
case cal:GregorianCalendar => TimestampSerializer.instance.serialize(cal.getTime()) | |
case date:Date => TimestampSerializer.instance.serialize(date) | |
case str:String => UTF8Serializer.instance.serialize(str) | |
case uuid:UUID => | |
uuid.version() match { | |
case 1 => TimeUUIDSerializer.instance.serialize(uuid) | |
case _ => UUIDSerializer.instance.serialize(uuid) | |
} | |
case x => | |
if (x == null) { | |
EmptySerializer.instance.serialize(null) | |
} | |
else { | |
throw new Exception(s"Cannot serialize: ${obj.getClass()}") | |
} | |
} | |
} | |
class ToCassandraCQLKeyConverter extends Converter[Any, java.util.Map[String, ByteBuffer]] | |
with Logging with GenericCassandraSerializer { | |
override def convert(obj: Any): java.util.Map[String, ByteBuffer] = { | |
val input = obj.asInstanceOf[java.util.Map[String, Any]] | |
val res = mapAsJavaMap(input.mapValues(i => serializeToCassandra(i))) | |
// println(s"res = ${res}") | |
return res | |
} | |
} | |
class ToCassandraCQLValueConverter extends Converter[Any, java.util.List[ByteBuffer]] | |
with Logging with GenericCassandraSerializer { | |
override def convert(obj: Any): java.util.List[ByteBuffer] = { | |
val input = obj.asInstanceOf[java.util.List[_]] | |
seqAsJavaList(input.map(s => serializeToCassandra(s))) | |
} | |
} | |
/** | |
* Implementation of [[org.apache.spark.api.python.Converter]] that converts a | |
* List[String] to Cassandra value | |
*/ | |
// class ToCassandraCQLValueConverter extends Converter[Any, java.util.List[ByteBuffer]] | |
// with Logging { | |
// override def convert(obj: Any): java.util.List[ByteBuffer] = { | |
// val input = obj.asInstanceOf[java.util.List[String]] | |
// seqAsJavaList(input.map(s => ByteBufferUtil.bytes(s))) | |
// } | |
// } |
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