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Kafka: Integrating Engine tables with Kafka
//
// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending
//
package io.deephaven.kafka;
import io.confluent.kafka.schemaregistry.SchemaProvider;
import io.confluent.kafka.schemaregistry.client.SchemaRegistryClient;
import io.deephaven.UncheckedDeephavenException;
import io.deephaven.engine.table.ColumnDefinition;
import io.deephaven.engine.table.Table;
import io.deephaven.engine.table.TableDefinition;
import io.deephaven.kafka.KafkaTools.Consume;
import io.deephaven.kafka.KafkaTools.KeyOrValue;
import io.deephaven.kafka.KafkaTools.KeyOrValueIngestData;
import io.deephaven.kafka.KafkaTools.Produce;
import io.deephaven.kafka.ingest.KeyOrValueProcessor;
import io.deephaven.kafka.publish.KeyOrValueSerializer;
import io.deephaven.kafka.publish.SimpleKeyOrValueSerializer;
import io.deephaven.qst.type.ArrayType;
import io.deephaven.qst.type.BooleanType;
import io.deephaven.qst.type.BoxedType;
import io.deephaven.qst.type.ByteType;
import io.deephaven.qst.type.CharType;
import io.deephaven.qst.type.CustomType;
import io.deephaven.qst.type.DoubleType;
import io.deephaven.qst.type.FloatType;
import io.deephaven.qst.type.GenericType;
import io.deephaven.qst.type.InstantType;
import io.deephaven.qst.type.IntType;
import io.deephaven.qst.type.LongType;
import io.deephaven.qst.type.PrimitiveType;
import io.deephaven.qst.type.ShortType;
import io.deephaven.qst.type.StringType;
import io.deephaven.qst.type.Type;
import io.deephaven.util.annotations.VisibleForTesting;
import io.deephaven.util.mutable.MutableInt;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.common.serialization.ByteArrayDeserializer;
import org.apache.kafka.common.serialization.ByteBufferDeserializer;
import org.apache.kafka.common.serialization.BytesDeserializer;
import org.apache.kafka.common.serialization.Deserializer;
import org.apache.kafka.common.serialization.DoubleDeserializer;
import org.apache.kafka.common.serialization.FloatDeserializer;
import org.apache.kafka.common.serialization.IntegerDeserializer;
import org.apache.kafka.common.serialization.LongDeserializer;
import org.apache.kafka.common.serialization.Serde;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.common.serialization.Serializer;
import org.apache.kafka.common.serialization.ShortDeserializer;
import org.apache.kafka.common.serialization.UUIDDeserializer;
import org.apache.kafka.common.utils.Bytes;
import org.jetbrains.annotations.NotNull;
import java.nio.ByteBuffer;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.UUID;
import static io.deephaven.kafka.KafkaTools.KEY_COLUMN_NAME_DEFAULT;
import static io.deephaven.kafka.KafkaTools.KEY_COLUMN_NAME_PROPERTY;
import static io.deephaven.kafka.KafkaTools.KEY_COLUMN_TYPE_PROPERTY;
import static io.deephaven.kafka.KafkaTools.VALUE_COLUMN_NAME_DEFAULT;
import static io.deephaven.kafka.KafkaTools.VALUE_COLUMN_NAME_PROPERTY;
import static io.deephaven.kafka.KafkaTools.VALUE_COLUMN_TYPE_PROPERTY;
class SimpleImpl {
/**
* Single spec for unidimensional (basic Kafka encoded for one type) fields.
*/
static final class SimpleConsume extends Consume.KeyOrValueSpec {
private final String columnName;
private final Class> dataType;
SimpleConsume(final String columnName, final Class> dataType) {
this.columnName = columnName;
this.dataType = dataType;
}
@Override
public Optional getSchemaProvider() {
return Optional.empty();
}
@Override
protected Deserializer> getDeserializer(
KeyOrValue keyOrValue,
SchemaRegistryClient schemaRegistryClient,
Map configs) {
final Type> type = getType(keyOrValue, configs);
final Deserializer> deserializer = deserializer(type).orElse(null);
if (deserializer != null) {
return deserializer;
}
throw new UncheckedDeephavenException(String.format(
"Deserializer for %s not set in kafka consumer properties and can't automatically set it for type %s",
this, dataType));
}
@Override
protected KeyOrValueIngestData getIngestData(
KeyOrValue keyOrValue,
SchemaRegistryClient schemaRegistryClient, Map configs, MutableInt nextColumnIndexMut,
List> columnDefinitionsOut) {
final KeyOrValueIngestData data = new KeyOrValueIngestData();
data.simpleColumnIndex = nextColumnIndexMut.getAndIncrement();
final ColumnDefinition> colDef = ColumnDefinition.of(
getColumnName(keyOrValue, configs),
getType(keyOrValue, configs));
columnDefinitionsOut.add(colDef);
return data;
}
@Override
protected KeyOrValueProcessor getProcessor(TableDefinition tableDef, KeyOrValueIngestData data) {
return null;
}
String getColumnName(KeyOrValue keyOrValue, Map configs) {
if (columnName != null) {
return columnName;
}
{
final String nameProperty = keyOrValue == KeyOrValue.KEY
? KEY_COLUMN_NAME_PROPERTY
: VALUE_COLUMN_NAME_PROPERTY;
if (configs.containsKey(nameProperty)) {
return (String) configs.get(nameProperty);
}
}
return keyOrValue == KeyOrValue.KEY
? KEY_COLUMN_NAME_DEFAULT
: VALUE_COLUMN_NAME_DEFAULT;
}
@VisibleForTesting
Type> getType(KeyOrValue keyOrValue, Map configs) {
if (dataType != null) {
return Type.find(dataType);
}
{
final Type> typeFromProperty = getTypeFromDhProperty(keyOrValue, configs);
if (typeFromProperty != null) {
return typeFromProperty;
}
}
{
final Type> typeFromDeserializer = getTypeFromDeserializerProperty(keyOrValue, configs);
if (typeFromDeserializer != null) {
return typeFromDeserializer;
}
}
final String columnName = getColumnName(keyOrValue, configs);
final String specName = keyOrValue == KeyOrValue.KEY ? "key_spec" : "value_spec";
final String dhProperty = dhProperty(keyOrValue);
final String kafkaDeserializerProperty = kafkaDeserializerProperty(keyOrValue);
throw new UncheckedDeephavenException(String.format(
"Unable to find the type for column '%s' (%s). Please explicitly set the data type in the constructor, or through the kafka configuration '%s' or '%s'.",
columnName, specName, dhProperty, kafkaDeserializerProperty));
}
private Type> getTypeFromDhProperty(KeyOrValue keyOrValue, Map configs) {
final String typeProperty = dhProperty(keyOrValue);
if (!configs.containsKey(typeProperty)) {
return null;
}
final String typeAsString = (String) configs.get(typeProperty);
switch (typeAsString) {
case "short":
return Type.shortType();
case "int":
return Type.intType();
case "long":
return Type.longType();
case "float":
return Type.floatType();
case "double":
return Type.doubleType();
case "byte[]":
return Type.byteType().arrayType();
case "String":
case "string":
return Type.stringType();
default:
throw new IllegalArgumentException(String.format(
"Property %s value %s not supported", typeProperty, typeAsString));
}
}
private Type> getTypeFromDeserializerProperty(KeyOrValue keyOrValue, Map configs) {
final String deserializerProperty = kafkaDeserializerProperty(keyOrValue);
final String deserializer = (String) configs.get(deserializerProperty);
if (deserializer == null) {
return null;
}
final Type> type = DESER_NAME_TO_TYPE.get(deserializer);
if (type != null) {
return type;
}
throw new IllegalArgumentException(String.format(
"Deserializer type %s for %s not supported.", deserializer, deserializerProperty));
}
private static String dhProperty(KeyOrValue keyOrValue) {
return keyOrValue == KeyOrValue.KEY
? KEY_COLUMN_TYPE_PROPERTY
: VALUE_COLUMN_TYPE_PROPERTY;
}
private static String kafkaDeserializerProperty(KeyOrValue keyOrValue) {
return keyOrValue == KeyOrValue.KEY
? ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG
: ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG;
}
}
/**
* Single spec for unidimensional (basic Kafka encoded for one type) fields.
*/
static final class SimpleProduce extends Produce.KeyOrValueSpec {
private final String columnName;
SimpleProduce(final String columnName) {
this.columnName = columnName;
}
@Override
public Optional getSchemaProvider() {
return Optional.empty();
}
@Override
Serializer> getSerializer(SchemaRegistryClient schemaRegistryClient, TableDefinition definition) {
final Class> dataType = definition.getColumn(columnName).getDataType();
final Serializer> serializer = serializer(Type.find(dataType)).orElse(null);
if (serializer != null) {
return serializer;
}
throw new UncheckedDeephavenException(
String.format("Serializer not found for column %s, type %s", columnName, dataType.getName()));
}
@Override
String[] getColumnNames(@NotNull Table t, SchemaRegistryClient schemaRegistryClient) {
return new String[] {columnName};
}
@Override
KeyOrValueSerializer> getKeyOrValueSerializer(@NotNull Table t, @NotNull String[] columnNames) {
return new SimpleKeyOrValueSerializer<>(t, columnName);
}
}
@VisibleForTesting
static final Map> DESER_NAME_TO_TYPE = Map.of(
ShortDeserializer.class.getName(), Type.shortType(),
IntegerDeserializer.class.getName(), Type.intType(),
LongDeserializer.class.getName(), Type.longType(),
FloatDeserializer.class.getName(), Type.floatType(),
DoubleDeserializer.class.getName(), Type.doubleType(),
ByteArrayDeserializer.class.getName(), Type.byteType().arrayType(),
UUIDDeserializer.class.getName(), Type.ofCustom(UUID.class),
ByteBufferDeserializer.class.getName(), Type.ofCustom(ByteBuffer.class),
BytesDeserializer.class.getName(), Type.ofCustom(Bytes.class));
@VisibleForTesting
static Optional> serializer(Type> type) {
return Optional.ofNullable(type.walk(SerDeserVisitor.INSTANCE)).map(Serde::serializer);
}
@VisibleForTesting
static Optional> deserializer(Type> type) {
return Optional.ofNullable(type.walk(SerDeserVisitor.INSTANCE)).map(Serde::deserializer);
}
/**
* The visitor pattern with SerDeser ensures that whenever a new type is added, it is added both for serialization
* and deserialization at the same time.
*/
private enum SerDeserVisitor implements
Type.Visitor>,
PrimitiveType.Visitor>,
GenericType.Visitor> {
INSTANCE;
@Override
public Serde> visit(PrimitiveType> primitiveType) {
return primitiveType.walk((PrimitiveType.Visitor>) this);
}
@Override
public Serde> visit(GenericType> genericType) {
return genericType.walk((GenericType.Visitor>) this);
}
@Override
public Serde> visit(BooleanType booleanType) {
return null;
}
@Override
public Serde> visit(ByteType byteType) {
return null;
}
@Override
public Serde> visit(CharType charType) {
return null;
}
@Override
public Serde> visit(ShortType shortType) {
return Serdes.Short();
}
@Override
public Serde> visit(IntType intType) {
return Serdes.Integer();
}
@Override
public Serde> visit(LongType longType) {
return Serdes.Long();
}
@Override
public Serde> visit(FloatType floatType) {
return Serdes.Float();
}
@Override
public Serde> visit(DoubleType doubleType) {
return Serdes.Double();
}
@Override
public Serde> visit(BoxedType> boxedType) {
return boxedType.primitiveType().walk((PrimitiveType.Visitor>) this);
}
@Override
public Serde> visit(StringType stringType) {
return Serdes.String();
}
@Override
public Serde> visit(InstantType instantType) {
return null;
}
@Override
public Serde> visit(ArrayType, ?> arrayType) {
// we could walk ArrayType, but byteType().arrayType() is the only array type deserializer we support
if (Type.byteType().arrayType().equals(arrayType)) {
return Serdes.ByteArray();
}
return null;
}
@Override
public Serde> visit(CustomType> customType) {
if (customType.clazz() == UUID.class) {
return Serdes.UUID();
}
if (customType.clazz() == ByteBuffer.class) {
return Serdes.ByteBuffer();
}
if (customType.clazz() == Bytes.class) {
return Serdes.Bytes();
}
return null;
}
}
}
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