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introduce common abstraction for CDC via debezium #4580

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23 changes: 23 additions & 0 deletions airbyte-integrations/connectors/source-debezium/build.gradle
Original file line number Diff line number Diff line change
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plugins {
id "java-test-fixtures"
}

project.configurations {
testFixturesImplementation.extendsFrom implementation
}
dependencies {
implementation project(':airbyte-protocol:models')

implementation 'io.debezium:debezium-api:1.4.2.Final'
implementation 'io.debezium:debezium-embedded:1.4.2.Final'
implementation 'io.debezium:debezium-connector-mysql:1.4.2.Final'
implementation 'io.debezium:debezium-connector-postgres:1.4.2.Final'

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for mssql:
implementation 'io.debezium:debezium-connector-sqlserver:1.4.2.Final'

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(if doing 1.5 upgrade within this PR then of course these will all need updating accordingly)

testFixturesImplementation project(':airbyte-db')
testFixturesImplementation project(':airbyte-integrations:bases:base-java')

testFixturesImplementation 'org.junit.jupiter:junit-jupiter-engine:5.4.2'
testFixturesImplementation 'org.junit.jupiter:junit-jupiter-api:5.4.2'
testFixturesImplementation 'org.junit.jupiter:junit-jupiter-params:5.4.2'

}
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nit: newline

Original file line number Diff line number Diff line change
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/*
* MIT License
*
* Copyright (c) 2020 Airbyte
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/

package io.airbyte.integrations.source.debezium;

import com.fasterxml.jackson.databind.JsonNode;
import io.airbyte.commons.util.AutoCloseableIterator;
import io.airbyte.commons.util.AutoCloseableIterators;
import io.airbyte.commons.util.CompositeIterator;
import io.airbyte.commons.util.MoreIterators;
import io.airbyte.integrations.source.debezium.interfaces.CdcConnectorMetadata;
import io.airbyte.integrations.source.debezium.interfaces.CdcSavedInfo;
import io.airbyte.integrations.source.debezium.interfaces.CdcStateHandler;
import io.airbyte.integrations.source.debezium.interfaces.CdcTargetPosition;
import io.airbyte.protocol.models.AirbyteMessage;
import io.airbyte.protocol.models.ConfiguredAirbyteCatalog;
import io.debezium.engine.ChangeEvent;
import java.time.Instant;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.concurrent.LinkedBlockingQueue;
import java.util.function.Supplier;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

public class AirbyteDebeziumHandler {

private static final Logger LOGGER = LoggerFactory.getLogger(AirbyteDebeziumHandler.class);
/**
* We use 10000 as capacity cause the default queue size and batch size of debezium is :
* {@link io.debezium.config.CommonConnectorConfig#DEFAULT_MAX_BATCH_SIZE}is 2048
* {@link io.debezium.config.CommonConnectorConfig#DEFAULT_MAX_QUEUE_SIZE} is 8192
*/
private static final int QUEUE_CAPACITY = 10000;

private final Properties connectorProperties;
private final JsonNode config;
private final CdcTargetPosition cdcTargetPosition;
private final ConfiguredAirbyteCatalog catalog;
private final boolean trackSchemaHistory;

private final LinkedBlockingQueue<ChangeEvent<String, String>> queue;

public AirbyteDebeziumHandler(JsonNode config,
CdcTargetPosition cdcTargetPosition,
Properties connectorProperties,
ConfiguredAirbyteCatalog catalog,
boolean trackSchemaHistory) {
this.config = config;
this.cdcTargetPosition = cdcTargetPosition;
this.connectorProperties = connectorProperties;
this.catalog = catalog;
this.trackSchemaHistory = trackSchemaHistory;
this.queue = new LinkedBlockingQueue<>(QUEUE_CAPACITY);
}

public List<AutoCloseableIterator<AirbyteMessage>> getIncrementalIterators(CdcSavedInfo cdcSavedInfo,
CdcStateHandler cdcStateHandler,
CdcConnectorMetadata cdcConnectorMetadata,
Instant emittedAt) {
LOGGER.info("using CDC: {}", true);
// TODO: Figure out how to set the isCDC of stateManager to true. Its always false
final AirbyteFileOffsetBackingStore offsetManager = AirbyteFileOffsetBackingStore.initializeState(cdcSavedInfo.getSavedOffset());
final AirbyteSchemaHistoryStorage schemaHistoryManager = schemaHistoryManager(cdcSavedInfo);
final DebeziumRecordPublisher publisher = new DebeziumRecordPublisher(connectorProperties, config, catalog, offsetManager,
schemaHistoryManager);
publisher.start(queue);

// handle state machine around pub/sub logic.
final AutoCloseableIterator<ChangeEvent<String, String>> eventIterator = new DebeziumRecordIterator(
queue,
cdcTargetPosition,
publisher::hasClosed,
publisher::close);

// convert to airbyte message.
final AutoCloseableIterator<AirbyteMessage> messageIterator = AutoCloseableIterators
.transform(
eventIterator,
(event) -> DebeziumEventUtils.toAirbyteMessage(event, cdcConnectorMetadata, emittedAt));

// our goal is to get the state at the time this supplier is called (i.e. after all message records
// have been produced)
final Supplier<AirbyteMessage> stateMessageSupplier = () -> {
Map<String, String> offset = offsetManager.read();
String dbHistory = trackSchemaHistory ? schemaHistoryManager.read() : null;

return cdcStateHandler.state(offset, dbHistory);
};

// wrap the supplier in an iterator so that we can concat it to the message iterator.
final Iterator<AirbyteMessage> stateMessageIterator = MoreIterators.singletonIteratorFromSupplier(stateMessageSupplier);

// this structure guarantees that the debezium engine will be closed, before we attempt to emit the
// state file. we want this so that we have a guarantee that the debezium offset file (which we use
// to produce the state file) is up-to-date.
final CompositeIterator<AirbyteMessage> messageIteratorWithStateDecorator =
AutoCloseableIterators.concatWithEagerClose(messageIterator, AutoCloseableIterators.fromIterator(stateMessageIterator));

return Collections.singletonList(messageIteratorWithStateDecorator);
}

private AirbyteSchemaHistoryStorage schemaHistoryManager(CdcSavedInfo cdcSavedInfo) {
if (trackSchemaHistory) {
FilteredFileDatabaseHistory.setDatabaseName(config.get("database").asText());
return AirbyteSchemaHistoryStorage.initializeDBHistory(cdcSavedInfo.getSavedSchemaHistory());
}

return null;
}

}
Original file line number Diff line number Diff line change
@@ -0,0 +1,160 @@
/*
* MIT License
*
* Copyright (c) 2020 Airbyte
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/

package io.airbyte.integrations.source.debezium;

import com.fasterxml.jackson.databind.JsonNode;
import com.google.common.base.Preconditions;
import io.airbyte.commons.json.Jsons;
import java.io.EOFException;
import java.io.IOException;
import java.io.ObjectOutputStream;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.nio.file.Files;
import java.nio.file.NoSuchFileException;
import java.nio.file.Path;
import java.util.Collections;
import java.util.HashMap;
import java.util.Map;
import java.util.stream.Collectors;
import org.apache.commons.io.FileUtils;
import org.apache.kafka.connect.errors.ConnectException;
import org.apache.kafka.connect.util.SafeObjectInputStream;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
* This class handles reading and writing a debezium offset file. In many cases it is duplicating
* logic in debezium because that logic is not exposed in the public API. We mostly treat the
* contents of this state file like a black box. We know it is a Map<ByteBuffer, Bytebuffer>. We
* deserialize it to a Map<String, String> so that the state file can be human readable. If we ever
* discover that any of the contents of these offset files is not string serializable we will likely
* have to drop the human readability support and just base64 encode it.
*/
public class AirbyteFileOffsetBackingStore {

private static final Logger LOGGER = LoggerFactory.getLogger(AirbyteFileOffsetBackingStore.class);

private final Path offsetFilePath;

public AirbyteFileOffsetBackingStore(final Path offsetFilePath) {
this.offsetFilePath = offsetFilePath;
}

public Path getOffsetFilePath() {
return offsetFilePath;
}

public Map<String, String> read() {
final Map<ByteBuffer, ByteBuffer> raw = load();

return raw.entrySet().stream().collect(Collectors.toMap(
e -> byteBufferToString(e.getKey()),
e -> byteBufferToString(e.getValue())));
}

@SuppressWarnings("unchecked")
public void persist(JsonNode cdcState) {
final Map<String, String> mapAsString =
cdcState != null ? Jsons.object(cdcState, Map.class) : Collections.emptyMap();
final Map<ByteBuffer, ByteBuffer> mappedAsStrings = mapAsString.entrySet().stream().collect(Collectors.toMap(
e -> stringToByteBuffer(e.getKey()),
e -> stringToByteBuffer(e.getValue())));

FileUtils.deleteQuietly(offsetFilePath.toFile());
save(mappedAsStrings);
}

private static String byteBufferToString(ByteBuffer byteBuffer) {
Preconditions.checkNotNull(byteBuffer);
return new String(byteBuffer.array(), StandardCharsets.UTF_8);
}

private static ByteBuffer stringToByteBuffer(String s) {
Preconditions.checkNotNull(s);
return ByteBuffer.wrap(s.getBytes(StandardCharsets.UTF_8));
}

/**
* See FileOffsetBackingStore#load - logic is mostly borrowed from here. duplicated because this
* method is not public.
*/
@SuppressWarnings("unchecked")
private Map<ByteBuffer, ByteBuffer> load() {
try (final SafeObjectInputStream is = new SafeObjectInputStream(Files.newInputStream(offsetFilePath))) {
final Object obj = is.readObject();
if (!(obj instanceof HashMap))
throw new ConnectException("Expected HashMap but found " + obj.getClass());
final Map<byte[], byte[]> raw = (Map<byte[], byte[]>) obj;
final Map<ByteBuffer, ByteBuffer> data = new HashMap<>();
for (Map.Entry<byte[], byte[]> mapEntry : raw.entrySet()) {
final ByteBuffer key = (mapEntry.getKey() != null) ? ByteBuffer.wrap(mapEntry.getKey()) : null;
final ByteBuffer value = (mapEntry.getValue() != null) ? ByteBuffer.wrap(mapEntry.getValue()) : null;
data.put(key, value);
}

return data;
} catch (NoSuchFileException | EOFException e) {
// NoSuchFileException: Ignore, may be new.
// EOFException: Ignore, this means the file was missing or corrupt
return Collections.emptyMap();
} catch (IOException | ClassNotFoundException e) {
throw new ConnectException(e);
}
}

/**
* See FileOffsetBackingStore#save - logic is mostly borrowed from here. duplicated because this
* method is not public.
*/
private void save(Map<ByteBuffer, ByteBuffer> data) {
try (ObjectOutputStream os = new ObjectOutputStream(Files.newOutputStream(offsetFilePath))) {
Map<byte[], byte[]> raw = new HashMap<>();
for (Map.Entry<ByteBuffer, ByteBuffer> mapEntry : data.entrySet()) {
byte[] key = (mapEntry.getKey() != null) ? mapEntry.getKey().array() : null;
byte[] value = (mapEntry.getValue() != null) ? mapEntry.getValue().array() : null;
raw.put(key, value);
}
os.writeObject(raw);
} catch (IOException e) {
throw new ConnectException(e);
}
}

static AirbyteFileOffsetBackingStore initializeState(JsonNode cdcState) {
final Path cdcWorkingDir;
try {
cdcWorkingDir = Files.createTempDirectory(Path.of("/tmp"), "cdc-state-offset");
} catch (IOException e) {
throw new RuntimeException(e);
}
final Path cdcOffsetFilePath = cdcWorkingDir.resolve("offset.dat");

final AirbyteFileOffsetBackingStore offsetManager = new AirbyteFileOffsetBackingStore(cdcOffsetFilePath);
offsetManager.persist(cdcState);
return offsetManager;
}

}
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