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Add IcebergChangeEvent class Part 2 #67

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Dec 3, 2021
Merged

Add IcebergChangeEvent class Part 2 #67

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111 changes: 48 additions & 63 deletions ...m-server-iceberg-sink/src/main/java/io/debezium/server/iceberg/IcebergChangeConsumer.java
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Original file line number Diff line number Diff line change
Expand Up @@ -12,43 +12,46 @@
import io.debezium.engine.ChangeEvent;
import io.debezium.engine.DebeziumEngine;
import io.debezium.engine.format.Json;
import io.debezium.serde.DebeziumSerdes;
import io.debezium.server.BaseChangeConsumer;
import io.debezium.server.iceberg.batchsizewait.InterfaceBatchSizeWait;
import io.debezium.server.iceberg.tableoperator.InterfaceIcebergTableOperator;
import io.debezium.util.Clock;
import io.debezium.util.Strings;
import io.debezium.util.Threads;

import java.io.IOException;
import java.time.Duration;
import java.time.Instant;
import java.util.Collections;
import java.util.List;
import java.util.Locale;
import java.util.Map;
import java.util.Optional;
import java.util.concurrent.ConcurrentHashMap;
import java.util.stream.Collectors;
import javax.annotation.PostConstruct;
import javax.enterprise.context.Dependent;
import javax.enterprise.inject.Any;
import javax.enterprise.inject.Instance;
import javax.enterprise.inject.literal.NamedLiteral;
import javax.inject.Inject;
import javax.inject.Named;

import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.hadoop.conf.Configuration;
import org.apache.iceberg.CatalogProperties;
import org.apache.iceberg.CatalogUtil;
import org.apache.iceberg.Schema;
import org.apache.iceberg.Table;
import org.apache.iceberg.catalog.Catalog;
import org.apache.iceberg.catalog.Namespace;
import org.apache.iceberg.catalog.TableIdentifier;
import org.apache.iceberg.exceptions.NoSuchTableException;
import org.apache.kafka.common.serialization.Deserializer;
import org.apache.kafka.common.serialization.Serde;
import org.eclipse.microprofile.config.ConfigProvider;
import org.eclipse.microprofile.config.inject.ConfigProperty;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import static org.apache.iceberg.TableProperties.*;
import static org.apache.iceberg.TableProperties.DEFAULT_FILE_FORMAT;
import static org.apache.iceberg.TableProperties.DEFAULT_FILE_FORMAT_DEFAULT;

/**
* Implementation of the consumer that delivers the messages to iceberg tables.
Expand All @@ -60,8 +63,13 @@
public class IcebergChangeConsumer extends BaseChangeConsumer implements DebeziumEngine.ChangeConsumer<ChangeEvent<Object, Object>> {

protected static final Duration LOG_INTERVAL = Duration.ofMinutes(15);
protected static final ObjectMapper mapper = new ObjectMapper();
protected static final Serde<JsonNode> valSerde = DebeziumSerdes.payloadJson(JsonNode.class);
protected static final Serde<JsonNode> keySerde = DebeziumSerdes.payloadJson(JsonNode.class);
private static final Logger LOGGER = LoggerFactory.getLogger(IcebergChangeConsumer.class);
private static final String PROP_PREFIX = "debezium.sink.iceberg.";
static Deserializer<JsonNode> valDeserializer;
static Deserializer<JsonNode> keyDeserializer;
protected final Clock clock = Clock.system();
final Configuration hadoopConf = new Configuration();
final Map<String, String> icebergProperties = new ConcurrentHashMap<>();
Expand Down Expand Up @@ -116,44 +124,53 @@ void connect() {

icebergCatalog = CatalogUtil.buildIcebergCatalog(catalogName, icebergProperties, hadoopConf);

Instance<InterfaceBatchSizeWait> instance = batchSizeWaitInstances.select(NamedLiteral.of(batchSizeWaitName));
if (instance.isAmbiguous()) {
throw new DebeziumException("Multiple batch size wait class named '" + batchSizeWaitName + "' were found");
} else if (instance.isUnsatisfied()) {
throw new DebeziumException("No batch size wait class named '" + batchSizeWaitName + "' is available");
}
batchSizeWait = instance.get();
batchSizeWait = IcebergUtil.selectInstance(batchSizeWaitInstances, batchSizeWaitName);
batchSizeWait.initizalize();
LOGGER.info("Using {}", batchSizeWait.getClass().getName());

String icebergTableOperatorName = upsert ? "IcebergTableOperatorUpsert" : "IcebergTableOperatorAppend";
Instance<InterfaceIcebergTableOperator> toInstance = icebergTableOperatorInstances.select(NamedLiteral.of(icebergTableOperatorName));
if (instance.isAmbiguous()) {
throw new DebeziumException("Multiple class named `" + icebergTableOperatorName + "` were found");
}
if (instance.isUnsatisfied()) {
throw new DebeziumException("No class named `" + icebergTableOperatorName + "` found");
}
icebergTableOperator = toInstance.get();
final String icebergTableOperatorName = upsert ? "IcebergTableOperatorUpsert" : "IcebergTableOperatorAppend";
icebergTableOperator = IcebergUtil.selectInstance(icebergTableOperatorInstances, icebergTableOperatorName);
icebergTableOperator.initialize();
LOGGER.info("Using {}", icebergTableOperator.getClass().getName());

// configure and set
valSerde.configure(Collections.emptyMap(), false);
valDeserializer = valSerde.deserializer();
// configure and set
keySerde.configure(Collections.emptyMap(), true);
keyDeserializer = keySerde.deserializer();
}

@Override
public void handleBatch(List<ChangeEvent<Object, Object>> records, DebeziumEngine.RecordCommitter<ChangeEvent<Object, Object>> committer)
throws InterruptedException {
Instant start = Instant.now();

Map<String, List<IcebergChangeEvent<Object, Object>>> result =
Map<String, List<IcebergChangeEvent>> result =
records.stream()
.map(IcebergChangeEvent::new)
.map((ChangeEvent<Object, Object> e)
-> {
try {
return new IcebergChangeEvent(e.destination(),
valDeserializer.deserialize(e.destination(), getBytes(e.value())),
e.key() == null ? null : keyDeserializer.deserialize(e.destination(), getBytes(e.key())),
mapper.readTree(getBytes(e.value())).get("schema"),
e.key() == null ? null : mapper.readTree(getBytes(e.key())).get("schema")
);
} catch (IOException ex) {
throw new DebeziumException(ex);
}
})
.collect(Collectors.groupingBy(IcebergChangeEvent::destinationTable));

for (Map.Entry<String, List<IcebergChangeEvent<Object, Object>>> event : result.entrySet()) {
for (Map.Entry<String, List<IcebergChangeEvent>> event : result.entrySet()) {
final TableIdentifier tableIdentifier = TableIdentifier.of(Namespace.of(namespace), tablePrefix + event.getKey());
Table icebergTable = loadIcebergTable(tableIdentifier)
.orElseGet(() -> createIcebergTable(tableIdentifier, event.getValue().get(0)));
Table icebergTable = IcebergUtil.loadIcebergTable(icebergCatalog, tableIdentifier)
.orElseGet(() -> {
if (!eventSchemaEnabled) {
throw new RuntimeException("Table '" + tableIdentifier + "' not found! " +
"Set `debezium.format.value.schemas.enable` to true to create tables automatically!");
}
return IcebergUtil.createIcebergTable(icebergCatalog, tableIdentifier,
event.getValue().get(0).getSchema(), writeFormat);
});
//addToTable(icebergTable, event.getValue());
icebergTableOperator.addToTable(icebergTable, event.getValue());
}
Expand All @@ -180,36 +197,4 @@ protected void logConsumerProgress(long numUploadedEvents) {
}
}


private Table createIcebergTable(TableIdentifier tableIdentifier,
IcebergChangeEvent<Object, Object> event) {

if (!eventSchemaEnabled) {
throw new RuntimeException("Table '" + tableIdentifier + "' not found! " +
"Set `debezium.format.value.schemas.enable` to true to create tables automatically!");
}

Schema schema = event.getSchema();

LOGGER.warn("Creating table:'{}'\nschema:{}\nrowIdentifier:{}", tableIdentifier, schema,
schema.identifierFieldNames());

return icebergCatalog.buildTable(tableIdentifier, schema)
.withProperty(FORMAT_VERSION, "2")
.withProperty(DEFAULT_FILE_FORMAT, writeFormat.toLowerCase(Locale.ENGLISH))
.withSortOrder(IcebergUtil.getIdentifierFieldsAsSortOrder(schema))
.create();
}


private Optional<Table> loadIcebergTable(TableIdentifier tableId) {
try {
Table table = icebergCatalog.loadTable(tableId);
return Optional.of(table);
} catch (NoSuchTableException e) {
LOGGER.warn("Table not found: {}", tableId.toString());
return Optional.empty();
}
}

}
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