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Add a Pulsar IO MongoDB (apache#3561)
### Motivation Provides a builtin MongoDB Connector, in order to ease the storage of JSON formated message in MongoDB. It's a sink connector. ### Modifications Add a new sub-module in the `pulsar-io`module. ### Verifying this change This change added tests and can be verified as follows: * deploy the connector with configuration file containing the following fields: ``` configs: mongoUri: mongodb://hostname:port database: pulsar collection: messages ``` * start a mongodb instance * send messages in the topic declared when deploying the connector * check in MongoDB if the messages have been stored in the collection `messages`
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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. | ||
--> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
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<parent> | ||
<groupId>org.apache.pulsar</groupId> | ||
<artifactId>pulsar-io</artifactId> | ||
<version>2.3.0-SNAPSHOT</version> | ||
</parent> | ||
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<artifactId>pulsar-io-mongo</artifactId> | ||
<name>Pulsar IO :: MongoDB</name> | ||
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<properties> | ||
<mongo-driver.version>3.8.2</mongo-driver.version> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>${project.parent.groupId}</groupId> | ||
<artifactId>pulsar-io-core</artifactId> | ||
<version>${project.parent.version}</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.mongodb</groupId> | ||
<artifactId>mongodb-driver-async</artifactId> | ||
<version>${mongo-driver.version}</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.apache.commons</groupId> | ||
<artifactId>commons-lang3</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.fasterxml.jackson.core</groupId> | ||
<artifactId>jackson-databind</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.fasterxml.jackson.dataformat</groupId> | ||
<artifactId>jackson-dataformat-yaml</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.google.guava</groupId> | ||
<artifactId>guava</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>${project.parent.groupId}</groupId> | ||
<artifactId>buildtools</artifactId> | ||
<version>${project.parent.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.nifi</groupId> | ||
<artifactId>nifi-nar-maven-plugin</artifactId> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |
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pulsar-io/mongo/src/main/java/org/apache/pulsar/io/mongodb/MongoConfig.java
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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.pulsar.io.mongodb; | ||
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import com.fasterxml.jackson.databind.ObjectMapper; | ||
import com.fasterxml.jackson.dataformat.yaml.YAMLFactory; | ||
import com.google.common.base.Preconditions; | ||
import lombok.*; | ||
import lombok.experimental.Accessors; | ||
import org.apache.commons.lang3.StringUtils; | ||
import org.apache.pulsar.io.core.annotations.FieldDoc; | ||
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import java.io.File; | ||
import java.io.IOException; | ||
import java.io.Serializable; | ||
import java.util.Map; | ||
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/** | ||
* Configuration class for the MongoDB Sink Connector. | ||
*/ | ||
@Data | ||
@Setter | ||
@Getter | ||
@EqualsAndHashCode | ||
@ToString | ||
@Accessors(chain = true) | ||
public class MongoConfig implements Serializable { | ||
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private static final long serialVersionUID = 1L; | ||
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public static final int DEFAULT_BATCH_SIZE = 100; | ||
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public static final long DEFAULT_BATCH_TIME_MS = 1000; | ||
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@FieldDoc( | ||
required = true, | ||
defaultValue = "", | ||
help = "The uri of mongodb that the connector connects to" + | ||
" (see: https://docs.mongodb.com/manual/reference/connection-string/)" | ||
) | ||
private String mongoUri; | ||
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@FieldDoc( | ||
required = true, | ||
defaultValue = "", | ||
help = "The name of the database to which the collection belongs to" | ||
) | ||
private String database; | ||
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@FieldDoc( | ||
required = true, | ||
defaultValue = "", | ||
help = "The collection name that the connector writes messages to" | ||
) | ||
private String collection; | ||
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@FieldDoc( | ||
required = false, | ||
defaultValue = "" + DEFAULT_BATCH_SIZE, | ||
help = "The batch size of write to the collection" | ||
) | ||
private int batchSize = DEFAULT_BATCH_SIZE; | ||
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@FieldDoc( | ||
required = false, | ||
defaultValue = "" + DEFAULT_BATCH_TIME_MS, | ||
help = "The batch operation interval in milliseconds") | ||
private long batchTimeMs = DEFAULT_BATCH_TIME_MS; | ||
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public static MongoConfig load(String yamlFile) throws IOException { | ||
final ObjectMapper mapper = new ObjectMapper(new YAMLFactory()); | ||
final MongoConfig cfg = mapper.readValue(new File(yamlFile), MongoConfig.class); | ||
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return cfg; | ||
} | ||
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public static MongoConfig load(Map<String, Object> map) throws IOException { | ||
final ObjectMapper mapper = new ObjectMapper(); | ||
final MongoConfig cfg = mapper.readValue(new ObjectMapper().writeValueAsString(map), MongoConfig.class); | ||
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return cfg; | ||
} | ||
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public void validate() { | ||
if (StringUtils.isEmpty(mongoUri) || StringUtils.isEmpty(database) || StringUtils.isEmpty(collection)) { | ||
throw new IllegalArgumentException("Required property not set."); | ||
} | ||
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Preconditions.checkArgument(batchSize > 0, "batchSize must be a positive integer."); | ||
Preconditions.checkArgument(batchTimeMs > 0, "batchTimeMs must be a positive long."); | ||
} | ||
} |
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pulsar-io/mongo/src/main/java/org/apache/pulsar/io/mongodb/MongoSink.java
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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.pulsar.io.mongodb; | ||
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import com.google.common.collect.Lists; | ||
import com.mongodb.MongoBulkWriteException; | ||
import com.mongodb.async.client.MongoClient; | ||
import com.mongodb.async.client.MongoClients; | ||
import com.mongodb.async.client.MongoCollection; | ||
import com.mongodb.async.client.MongoDatabase; | ||
import lombok.extern.slf4j.Slf4j; | ||
import org.apache.pulsar.functions.api.Record; | ||
import org.apache.pulsar.io.core.Sink; | ||
import org.apache.pulsar.io.core.SinkContext; | ||
import org.apache.pulsar.io.core.annotations.Connector; | ||
import org.apache.pulsar.io.core.annotations.IOType; | ||
import org.bson.BSONException; | ||
import org.bson.Document; | ||
import org.bson.json.JsonParseException; | ||
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import java.nio.charset.Charset; | ||
import java.util.ArrayList; | ||
import java.util.Iterator; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.concurrent.Executors; | ||
import java.util.concurrent.ScheduledExecutorService; | ||
import java.util.concurrent.TimeUnit; | ||
import java.util.stream.IntStream; | ||
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import static java.util.stream.Collectors.toList; | ||
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/** | ||
* The base class for MongoDB sinks. | ||
* Users need to implement extractKeyValue function to use this sink. | ||
* This class assumes that the input will be JSON documents. | ||
*/ | ||
@Connector( | ||
name = "mongo", | ||
type = IOType.SINK, | ||
help = "A sink connector that sends pulsar messages to mongodb", | ||
configClass = MongoConfig.class | ||
) | ||
@Slf4j | ||
public class MongoSink implements Sink<byte[]> { | ||
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private MongoConfig mongoConfig; | ||
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private MongoClient mongoClient; | ||
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private MongoCollection<Document> collection; | ||
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private List<Record<byte[]>> incomingList; | ||
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private ScheduledExecutorService flushExecutor; | ||
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@Override | ||
public void open(Map<String, Object> config, SinkContext sinkContext) throws Exception { | ||
log.info("Open MongoDB Sink"); | ||
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mongoConfig = MongoConfig.load(config); | ||
mongoConfig.validate(); | ||
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mongoClient = MongoClients.create(mongoConfig.getMongoUri()); | ||
final MongoDatabase db = mongoClient.getDatabase(mongoConfig.getDatabase()); | ||
collection = db.getCollection(mongoConfig.getCollection()); | ||
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incomingList = Lists.newArrayList(); | ||
flushExecutor = Executors.newScheduledThreadPool(1); | ||
flushExecutor.scheduleAtFixedRate(() -> flush(), | ||
mongoConfig.getBatchTimeMs(), mongoConfig.getBatchTimeMs(), TimeUnit.MILLISECONDS); | ||
} | ||
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@Override | ||
public void write(Record<byte[]> record) { | ||
final String recordValue = new String(record.getValue(), Charset.forName("UTF-8")); | ||
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if (log.isDebugEnabled()) { | ||
log.debug("Received record: " + recordValue); | ||
} | ||
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int currentSize; | ||
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synchronized (this) { | ||
incomingList.add(record); | ||
currentSize = incomingList.size(); | ||
} | ||
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if (currentSize == mongoConfig.getBatchSize()) { | ||
flushExecutor.submit(() -> flush()); | ||
} | ||
} | ||
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private void flush() { | ||
final List<Document> docsToInsert = new ArrayList<>(); | ||
final List<Record<byte[]>> recordsToInsert; | ||
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synchronized (this) { | ||
if (incomingList.isEmpty()) { | ||
return; | ||
} | ||
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recordsToInsert = incomingList; | ||
incomingList = Lists.newArrayList(); | ||
} | ||
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final Iterator<Record<byte[]>> iter = recordsToInsert.iterator(); | ||
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while (iter.hasNext()) { | ||
final Record<byte[]> record = iter.next(); | ||
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try { | ||
final byte[] docAsBytes = record.getValue(); | ||
final Document doc = Document.parse(new String(docAsBytes, Charset.forName("UTF-8"))); | ||
docsToInsert.add(doc); | ||
} | ||
catch (JsonParseException | BSONException e) { | ||
log.error("Bad message", e); | ||
record.fail(); | ||
iter.remove(); | ||
} | ||
} | ||
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if (docsToInsert.size() > 0) { | ||
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collection.insertMany(docsToInsert, (result, t) -> { | ||
final List<Integer> idxToAck = IntStream.range(0, docsToInsert.size()).boxed().collect(toList()); | ||
final List<Integer> idxToFail = Lists.newArrayList(); | ||
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if (t != null) { | ||
log.error("MongoDB insertion error", t); | ||
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if (t instanceof MongoBulkWriteException) { | ||
// With this exception, we are aware of the items that have not been inserted. | ||
((MongoBulkWriteException) t).getWriteErrors().forEach(err -> { | ||
idxToFail.add(err.getIndex()); | ||
}); | ||
idxToAck.removeAll(idxToFail); | ||
} else { | ||
idxToFail.addAll(idxToAck); | ||
idxToAck.clear(); | ||
} | ||
} | ||
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if (log.isDebugEnabled()) { | ||
log.debug("Nb ack={}, nb fail={}", idxToAck.size(), idxToFail.size()); | ||
} | ||
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idxToAck.forEach(idx -> recordsToInsert.get(idx).ack()); | ||
idxToFail.forEach(idx -> recordsToInsert.get(idx).fail()); | ||
}); | ||
} | ||
} | ||
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@Override | ||
public void close() throws Exception { | ||
if (flushExecutor != null) { | ||
flushExecutor.shutdown(); | ||
} | ||
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if (mongoClient != null) { | ||
mongoClient.close(); | ||
} | ||
} | ||
} |
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pulsar-io/mongo/src/main/java/org/apache/pulsar/io/mongodb/package-info.java
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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.pulsar.io.mongodb; |
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