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Debezium streaming integration #170

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22 changes: 21 additions & 1 deletion api/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -73,6 +73,26 @@
<artifactId>commons-dbcp2</artifactId>
</dependency>

<!-- <dependency>-->
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Please delete the comments

<!-- <groupId>io.debezium</groupId>-->
<!-- <artifactId>debezium-embedded</artifactId>-->
<!-- </dependency>-->

<!-- <dependency>-->
<!-- <groupId>io.debezium</groupId>-->
<!-- <artifactId>debezium-api</artifactId>-->
<!-- </dependency>-->

<!-- <dependency>-->
<!-- <groupId>io.debezium</groupId>-->
<!-- <artifactId>debezium-connector-mysql</artifactId>-->
<!-- </dependency>-->

<dependency>
<groupId>org.openmrs.module</groupId>
<artifactId>dbevent-api</artifactId>
</dependency>

</dependencies>

<build>
Expand Down Expand Up @@ -125,4 +145,4 @@

</build>

</project>
</project>
Original file line number Diff line number Diff line change
Expand Up @@ -11,5 +11,13 @@

public interface FlattenDatabaseDao {

/**
* Deploy MambaETL stored procedures
*/
void deployMambaEtl();

/**
* Stream in database changes using Debezium
*/
void streamInDatabaseChanges();
}
Original file line number Diff line number Diff line change
@@ -1,7 +1,11 @@
package org.openmrs.module.mambacore.api.dao.impl;

import org.openmrs.module.dbevent.DbEventSource;
import org.openmrs.module.dbevent.DbEventSourceConfig;
import org.openmrs.module.dbevent.EventContext;
import org.openmrs.module.mambacore.api.dao.FlattenDatabaseDao;
import org.openmrs.module.mambacore.db.ConnectionPoolManager;
import org.openmrs.module.mambacore.db.debezium.MyEventConsumer;
import org.openmrs.module.mambacore.util.MambaETLProperties;
import org.openmrs.module.mambacore.util.StringReplacerUtil;
import org.slf4j.Logger;
Expand All @@ -17,6 +21,7 @@
import java.sql.Connection;
import java.sql.PreparedStatement;
import java.sql.SQLException;
import java.util.Arrays;
import java.util.HashMap;
import java.util.Map;
import java.util.stream.Collectors;
Expand All @@ -29,13 +34,33 @@ public class JdbcFlattenDatabaseDao implements FlattenDatabaseDao {
private static final String MYSQL_COMMENT_REGEX = "--.*(?=\\n)";
private static final String DELIMITER = "~-~-";

//private DebeziumListener debeziumListener = new DebeziumListener();
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Delete commented code


/**
* Deploy MambaETL stored procedures
*/
@Override
public void deployMambaEtl() {

log.info("Deploying MambaETL...");
MambaETLProperties props = MambaETLProperties.getInstance();
log.info("Deploying MambaETL, scheduled @interval: " + props.getInterval() + " seconds...");
executeSqlScript(props);
log.info("Done deploying MambaETL...");
log.info("MambaETL deployed (with interval: " + props.getInterval() + "s )...");
}

/**
* Stream in database changes using Debezium
*/
@Override
public void streamInDatabaseChanges() {
//debeziumListener.startListening();
EventContext ctx = new EventContext();
DbEventSourceConfig config = new DbEventSourceConfig(100002, "mamba-debezium", ctx);
config.configureTablesToInclude(Arrays.asList("obs", "patient", "encounter", "encounter_type", "location"));
DbEventSource eventSource = new DbEventSource(config);
MyEventConsumer consumer = new MyEventConsumer();
eventSource.setEventConsumer(consumer);
eventSource.start();
}

private void executeSqlScript(MambaETLProperties props) {
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Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@
import org.slf4j.LoggerFactory;
import org.springframework.transaction.annotation.Transactional;

import javax.annotation.PreDestroy;
//import javax.annotation.PreDestroy;
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Delete commented code

import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
Expand All @@ -38,6 +38,7 @@ public void setupEtl() {
executorService.submit(() -> {
try {
dao.deployMambaEtl();
dao.streamInDatabaseChanges();
} catch (Exception e) {
log.error("Error deploying Mamba ETL", e);
}
Expand All @@ -46,7 +47,7 @@ public void setupEtl() {


@Override
@PreDestroy
//@PreDestroy
public void shutdownEtlThread() {
executorService.shutdown();
try {
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Original file line number Diff line number Diff line change
@@ -0,0 +1,91 @@
/**
* This Source Code Form is subject to the terms of the Mozilla Public License,
* v. 2.0. If a copy of the MPL was not distributed with this file, You can
* obtain one at http://mozilla.org/MPL/2.0/. OpenMRS is also distributed under
* the terms of the Healthcare Disclaimer located at http://openmrs.org/license.
* <p>
* Copyright (C) OpenMRS Inc. OpenMRS is a registered trademark and the OpenMRS
* graphic logo is a trademark of OpenMRS Inc.
*/
package org.openmrs.module.mambacore.db.debezium;

import org.apache.kafka.connect.json.JsonConverter;
import org.apache.kafka.connect.json.JsonConverterConfig;
import org.apache.kafka.connect.storage.FileOffsetBackingStore;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.Collections;

/**
* Custom {@link FileOffsetBackingStore} that only saves the offset if no exception was encountered
* while processing a source record read by debezium from the MySQL binlog to ensure no binlog entry
* goes unprocessed.
*/
public class CustomFileOffsetBackingStore extends FileOffsetBackingStore {

protected static final Logger log = LoggerFactory.getLogger(CustomFileOffsetBackingStore.class);
private static final JsonConverter KEY_CONVERTER = new JsonConverter();
private static boolean disabled = false;

private OffsetUtils offsetUtils;

public CustomFileOffsetBackingStore() {
super(KEY_CONVERTER);
KEY_CONVERTER.configure(Collections.singletonMap(JsonConverterConfig.SCHEMAS_ENABLE_CONFIG, "false"), true);
}

/**
* Disables offset storage
*/
public static void disable() {
disabled = true;
log.debug("Disabled saving of offsets");
}

/**
* Re-enables offset storage
*/
public static void reset() {
disabled = false;
}

/**
* @see FileOffsetBackingStore#save()
*/
@Override
protected void save() {

synchronized (CustomFileOffsetBackingStore.class) {

if (disabled) {
log.warn("Skipping saving of offset because an error was encountered while processing a change event");
return;
}
log.debug("Saving binlog offset");
super.save();
}
}

/**
* @see FileOffsetBackingStore#start()
*/
@Override
public synchronized void start() {

doStart();

try {
//The offset file structure changed from that generated by previous versions therefore, we need to
//transform any existing offset file to match the new structure otherwise remote sites will lose any
//events that are recorded between pre-upgrade and post-upgrade application runs of the sender.
offsetUtils.transformOffsetIfNecessary(data);
} catch (Exception e) {
throw new RuntimeException("An error occurred while verifying the existing debezium offset file data", e);
}
}

protected void doStart() {
super.start();
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,112 @@
/**
* This Source Code Form is subject to the terms of the Mozilla Public License,
* v. 2.0. If a copy of the MPL was not distributed with this file, You can
* obtain one at http://mozilla.org/MPL/2.0/. OpenMRS is also distributed under
* the terms of the Healthcare Disclaimer located at http://openmrs.org/license.
* <p>
* Copyright (C) OpenMRS Inc. OpenMRS is a registered trademark and the OpenMRS
* graphic logo is a trademark of OpenMRS Inc.
*/
package org.openmrs.module.mambacore.db.debezium;

import io.debezium.DebeziumException;
import io.debezium.engine.ChangeEvent;
import org.apache.kafka.connect.data.Struct;
import org.apache.kafka.connect.source.SourceRecord;

import java.util.Optional;
import java.util.function.Function;

/**
* Utility function that converts a Debezium {@link ChangeEvent} to a {@link DbEvent}.
*/
public class DbChangeToEvent
implements Function<ChangeEvent<SourceRecord, SourceRecord>, DbEvent> {

private static final String BEFORE_FIELD = "before";
private static final String AFTER_FIELD = "after";
private static final String SOURCE_FIELD = "source";
private static final String OPERATION_FIELD = "op";
private static final String TIMESTAMP_FIELD = "ts_ms";
private static final String SNAPSHOT_FIELD = "snapshot";
private static final String TABLE_FIELD = "table";
private static final String NAME_FIELD = "name";

@Override
public DbEvent apply(ChangeEvent<SourceRecord, SourceRecord> changeEvent) {

SourceRecord record = Optional.ofNullable(changeEvent)
.map(ChangeEvent::value)
.orElseThrow(() -> new DebeziumException("ChangeEvent value is null"));

Struct keyStruct = getStruct(record.key(), "key");
Struct valueStruct = getStruct(record.value(), "value");
Struct sourceStruct = getStruct(valueStruct, SOURCE_FIELD);

validateKeyStruct(keyStruct);

ObjectMap primaryKey = new ObjectMapImpl(keyStruct);
ObjectMap previousState = new ObjectMapImpl(valueStruct.getStruct(BEFORE_FIELD));
ObjectMap newState = new ObjectMapImpl(valueStruct.getStruct(AFTER_FIELD));
ObjectMap source = new ObjectMapImpl(sourceStruct);

DbOperation operation = DbOperation.convertToEnum(getString(valueStruct, OPERATION_FIELD));
ObjectMap values = (operation == DbOperation.DELETE) ? previousState : newState;

Long timestamp = getLong(valueStruct, TIMESTAMP_FIELD);
String tableName = getString(sourceStruct, TABLE_FIELD);
String sourceName = getString(sourceStruct, NAME_FIELD);
DbSnapshot snapshot = DbSnapshot.convertToEnum(getString(sourceStruct, SNAPSHOT_FIELD));

return new DbEvent(primaryKey,
previousState,
newState,
source,
values,
tableName,
sourceName,
operation,
timestamp,
snapshot);
}

/**
* Helper method to retrieve a {@link Struct} and throw an appropriate exception if it is null.
*/
private Struct getStruct(Object object, String structName) {
return Optional.ofNullable((Struct) object)
.orElseThrow(() -> new DebeziumException(structName + " struct is null"));
}

/**
* Helper method to retrieve a String field value from a {@link Struct}.
*/
private String getString(Struct struct, String fieldName) {
return Optional.ofNullable(struct.getString(fieldName))
.orElseThrow(() -> new DebeziumException(fieldName + " field is missing or null"));
}

/**
* Helper method to retrieve a Long field value from a {@link Struct}.
*/
private Long getLong(Struct struct, String fieldName) {
return Optional.ofNullable(struct.getInt64(fieldName))
.orElseThrow(() -> new DebeziumException(fieldName + " field is missing or null"));
}

/**
* Validates the {@link Struct} for the key, ensuring it contains a single primary key.
*/
private void validateKeyStruct(Struct keyStruct) {

int keyFieldsSize = keyStruct.schema().fields().size();

if (keyFieldsSize == 0) {
throw new DebeziumException("Tables with no primary key column are not supported");
}

if (keyFieldsSize > 1) {
throw new DebeziumException("Tables with composite primary keys are not supported");
}
}
}
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