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org.apache.kafka.connect.storage.KafkaStatusBackingStore Maven / Gradle / Ivy
/*
* 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.kafka.connect.storage;
import org.apache.kafka.clients.admin.NewTopic;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.clients.consumer.ConsumerRecord;
import org.apache.kafka.clients.producer.ProducerConfig;
import org.apache.kafka.clients.producer.RecordMetadata;
import org.apache.kafka.common.config.ConfigException;
import org.apache.kafka.common.errors.RetriableException;
import org.apache.kafka.common.serialization.ByteArrayDeserializer;
import org.apache.kafka.common.serialization.ByteArraySerializer;
import org.apache.kafka.common.serialization.StringDeserializer;
import org.apache.kafka.common.serialization.StringSerializer;
import org.apache.kafka.common.utils.Time;
import org.apache.kafka.common.utils.Utils;
import org.apache.kafka.connect.data.Schema;
import org.apache.kafka.connect.data.SchemaAndValue;
import org.apache.kafka.connect.data.SchemaBuilder;
import org.apache.kafka.connect.data.Struct;
import org.apache.kafka.connect.runtime.AbstractStatus;
import org.apache.kafka.connect.runtime.ConnectorStatus;
import org.apache.kafka.connect.runtime.TaskStatus;
import org.apache.kafka.connect.runtime.WorkerConfig;
import org.apache.kafka.connect.runtime.distributed.DistributedConfig;
import org.apache.kafka.connect.util.Callback;
import org.apache.kafka.connect.util.ConnectorTaskId;
import org.apache.kafka.connect.util.KafkaBasedLog;
import org.apache.kafka.connect.util.Table;
import org.apache.kafka.connect.util.TopicAdmin;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
/**
* StatusBackingStore implementation which uses a compacted topic for storage
* of connector and task status information. When a state change is observed,
* the new state is written to the compacted topic. The new state will not be
* visible until it has been read back from the topic.
*
* In spite of their names, the putSafe() methods cannot guarantee the safety
* of the write (since Kafka itself cannot provide such guarantees currently),
* but it can avoid specific unsafe conditions. In particular, we putSafe()
* allows writes in the following conditions:
*
* 1) It is (probably) safe to overwrite the state if there is no previous
* value.
* 2) It is (probably) safe to overwrite the state if the previous value was
* set by a worker with the same workerId.
* 3) It is (probably) safe to overwrite the previous state if the current
* generation is higher than the previous .
*
* Basically all these conditions do is reduce the window for conflicts. They
* obviously cannot take into account in-flight requests.
*
*/
public class KafkaStatusBackingStore implements StatusBackingStore {
private static final Logger log = LoggerFactory.getLogger(KafkaStatusBackingStore.class);
private static final String TASK_STATUS_PREFIX = "status-task-";
private static final String CONNECTOR_STATUS_PREFIX = "status-connector-";
public static final String STATE_KEY_NAME = "state";
public static final String TRACE_KEY_NAME = "trace";
public static final String WORKER_ID_KEY_NAME = "worker_id";
public static final String GENERATION_KEY_NAME = "generation";
private static final Schema STATUS_SCHEMA_V0 = SchemaBuilder.struct()
.field(STATE_KEY_NAME, Schema.STRING_SCHEMA)
.field(TRACE_KEY_NAME, SchemaBuilder.string().optional().build())
.field(WORKER_ID_KEY_NAME, Schema.STRING_SCHEMA)
.field(GENERATION_KEY_NAME, Schema.INT32_SCHEMA)
.build();
private final Time time;
private final Converter converter;
private final Table> tasks;
private final Map> connectors;
private String topic;
private KafkaBasedLog kafkaLog;
private int generation;
public KafkaStatusBackingStore(Time time, Converter converter) {
this.time = time;
this.converter = converter;
this.tasks = new Table<>();
this.connectors = new HashMap<>();
}
// visible for testing
KafkaStatusBackingStore(Time time, Converter converter, String topic, KafkaBasedLog kafkaLog) {
this(time, converter);
this.kafkaLog = kafkaLog;
this.topic = topic;
}
@Override
public void configure(final WorkerConfig config) {
this.topic = config.getString(DistributedConfig.STATUS_STORAGE_TOPIC_CONFIG);
if (this.topic == null || this.topic.trim().length() == 0)
throw new ConfigException("Must specify topic for connector status.");
Map originals = config.originals();
Map producerProps = new HashMap<>(originals);
producerProps.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, StringSerializer.class.getName());
producerProps.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, ByteArraySerializer.class.getName());
producerProps.put(ProducerConfig.RETRIES_CONFIG, 0); // we handle retries in this class
Map consumerProps = new HashMap<>(originals);
consumerProps.put(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, StringDeserializer.class.getName());
consumerProps.put(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG, ByteArrayDeserializer.class.getName());
Map adminProps = new HashMap<>(originals);
NewTopic topicDescription = TopicAdmin.defineTopic(topic).
compacted().
partitions(config.getInt(DistributedConfig.STATUS_STORAGE_PARTITIONS_CONFIG)).
replicationFactor(config.getShort(DistributedConfig.STATUS_STORAGE_REPLICATION_FACTOR_CONFIG)).
build();
Callback> readCallback = new Callback>() {
@Override
public void onCompletion(Throwable error, ConsumerRecord record) {
read(record);
}
};
this.kafkaLog = createKafkaBasedLog(topic, producerProps, consumerProps, readCallback, topicDescription, adminProps);
}
private KafkaBasedLog createKafkaBasedLog(String topic, Map producerProps,
Map consumerProps,
Callback> consumedCallback,
final NewTopic topicDescription, final Map adminProps) {
Runnable createTopics = new Runnable() {
@Override
public void run() {
log.debug("Creating admin client to manage Connect internal status topic");
try (TopicAdmin admin = new TopicAdmin(adminProps)) {
admin.createTopics(topicDescription);
}
}
};
return new KafkaBasedLog<>(topic, producerProps, consumerProps, consumedCallback, time, createTopics);
}
@Override
public void start() {
kafkaLog.start();
// read to the end on startup to ensure that api requests see the most recent states
kafkaLog.readToEnd();
}
@Override
public void stop() {
kafkaLog.stop();
}
@Override
public void put(final ConnectorStatus status) {
sendConnectorStatus(status, false);
}
@Override
public void putSafe(final ConnectorStatus status) {
sendConnectorStatus(status, true);
}
@Override
public void put(final TaskStatus status) {
sendTaskStatus(status, false);
}
@Override
public void putSafe(final TaskStatus status) {
sendTaskStatus(status, true);
}
@Override
public void flush() {
kafkaLog.flush();
}
private void sendConnectorStatus(final ConnectorStatus status, boolean safeWrite) {
String connector = status.id();
CacheEntry entry = getOrAdd(connector);
String key = CONNECTOR_STATUS_PREFIX + connector;
send(key, status, entry, safeWrite);
}
private void sendTaskStatus(final TaskStatus status, boolean safeWrite) {
ConnectorTaskId taskId = status.id();
CacheEntry entry = getOrAdd(taskId);
String key = TASK_STATUS_PREFIX + taskId.connector() + "-" + taskId.task();
send(key, status, entry, safeWrite);
}
private void send(final String key,
final V status,
final CacheEntry entry,
final boolean safeWrite) {
final int sequence;
synchronized (this) {
this.generation = status.generation();
if (safeWrite && !entry.canWriteSafely(status))
return;
sequence = entry.increment();
}
final byte[] value = status.state() == ConnectorStatus.State.DESTROYED ? null : serialize(status);
kafkaLog.send(key, value, new org.apache.kafka.clients.producer.Callback() {
@Override
public void onCompletion(RecordMetadata metadata, Exception exception) {
if (exception == null) return;
if (exception instanceof RetriableException) {
synchronized (KafkaStatusBackingStore.this) {
if (entry.isDeleted()
|| status.generation() != generation
|| (safeWrite && !entry.canWriteSafely(status, sequence)))
return;
}
kafkaLog.send(key, value, this);
} else {
log.error("Failed to write status update", exception);
}
}
});
}
private synchronized CacheEntry getOrAdd(String connector) {
CacheEntry entry = connectors.get(connector);
if (entry == null) {
entry = new CacheEntry<>();
connectors.put(connector, entry);
}
return entry;
}
private synchronized void remove(String connector) {
CacheEntry removed = connectors.remove(connector);
if (removed != null)
removed.delete();
Map> tasks = this.tasks.remove(connector);
if (tasks != null) {
for (CacheEntry taskEntry : tasks.values())
taskEntry.delete();
}
}
private synchronized CacheEntry getOrAdd(ConnectorTaskId task) {
CacheEntry entry = tasks.get(task.connector(), task.task());
if (entry == null) {
entry = new CacheEntry<>();
tasks.put(task.connector(), task.task(), entry);
}
return entry;
}
private synchronized void remove(ConnectorTaskId id) {
CacheEntry removed = tasks.remove(id.connector(), id.task());
if (removed != null)
removed.delete();
}
@Override
public synchronized TaskStatus get(ConnectorTaskId id) {
CacheEntry entry = tasks.get(id.connector(), id.task());
return entry == null ? null : entry.get();
}
@Override
public synchronized ConnectorStatus get(String connector) {
CacheEntry entry = connectors.get(connector);
return entry == null ? null : entry.get();
}
@Override
public synchronized Collection getAll(String connector) {
List res = new ArrayList<>();
for (CacheEntry statusEntry : tasks.row(connector).values()) {
TaskStatus status = statusEntry.get();
if (status != null)
res.add(status);
}
return res;
}
@Override
public synchronized Set connectors() {
return new HashSet<>(connectors.keySet());
}
private ConnectorStatus parseConnectorStatus(String connector, byte[] data) {
try {
SchemaAndValue schemaAndValue = converter.toConnectData(topic, data);
if (!(schemaAndValue.value() instanceof Map)) {
log.error("Invalid connector status type {}", schemaAndValue.value().getClass());
return null;
}
@SuppressWarnings("unchecked")
Map statusMap = (Map) schemaAndValue.value();
TaskStatus.State state = TaskStatus.State.valueOf((String) statusMap.get(STATE_KEY_NAME));
String trace = (String) statusMap.get(TRACE_KEY_NAME);
String workerUrl = (String) statusMap.get(WORKER_ID_KEY_NAME);
int generation = ((Long) statusMap.get(GENERATION_KEY_NAME)).intValue();
return new ConnectorStatus(connector, state, trace, workerUrl, generation);
} catch (Exception e) {
log.error("Failed to deserialize connector status", e);
return null;
}
}
private TaskStatus parseTaskStatus(ConnectorTaskId taskId, byte[] data) {
try {
SchemaAndValue schemaAndValue = converter.toConnectData(topic, data);
if (!(schemaAndValue.value() instanceof Map)) {
log.error("Invalid task status type {}", schemaAndValue.value().getClass());
return null;
}
@SuppressWarnings("unchecked")
Map statusMap = (Map) schemaAndValue.value();
TaskStatus.State state = TaskStatus.State.valueOf((String) statusMap.get(STATE_KEY_NAME));
String trace = (String) statusMap.get(TRACE_KEY_NAME);
String workerUrl = (String) statusMap.get(WORKER_ID_KEY_NAME);
int generation = ((Long) statusMap.get(GENERATION_KEY_NAME)).intValue();
return new TaskStatus(taskId, state, workerUrl, generation, trace);
} catch (Exception e) {
log.error("Failed to deserialize task status", e);
return null;
}
}
private byte[] serialize(AbstractStatus status) {
Struct struct = new Struct(STATUS_SCHEMA_V0);
struct.put(STATE_KEY_NAME, status.state().name());
if (status.trace() != null)
struct.put(TRACE_KEY_NAME, status.trace());
struct.put(WORKER_ID_KEY_NAME, status.workerId());
struct.put(GENERATION_KEY_NAME, status.generation());
return converter.fromConnectData(topic, STATUS_SCHEMA_V0, struct);
}
private String parseConnectorStatusKey(String key) {
return key.substring(CONNECTOR_STATUS_PREFIX.length());
}
private ConnectorTaskId parseConnectorTaskId(String key) {
String[] parts = key.split("-");
if (parts.length < 4) return null;
try {
int taskNum = Integer.parseInt(parts[parts.length - 1]);
String connectorName = Utils.join(Arrays.copyOfRange(parts, 2, parts.length - 1), "-");
return new ConnectorTaskId(connectorName, taskNum);
} catch (NumberFormatException e) {
log.warn("Invalid task status key {}", key);
return null;
}
}
private void readConnectorStatus(String key, byte[] value) {
String connector = parseConnectorStatusKey(key);
if (connector == null || connector.isEmpty()) {
log.warn("Discarding record with invalid connector status key {}", key);
return;
}
if (value == null) {
log.trace("Removing status for connector {}", connector);
remove(connector);
return;
}
ConnectorStatus status = parseConnectorStatus(connector, value);
if (status == null)
return;
synchronized (this) {
log.trace("Received connector {} status update {}", connector, status);
CacheEntry entry = getOrAdd(connector);
entry.put(status);
}
}
private void readTaskStatus(String key, byte[] value) {
ConnectorTaskId id = parseConnectorTaskId(key);
if (id == null) {
log.warn("Discarding record with invalid task status key {}", key);
return;
}
if (value == null) {
log.trace("Removing task status for {}", id);
remove(id);
return;
}
TaskStatus status = parseTaskStatus(id, value);
if (status == null) {
log.warn("Failed to parse task status with key {}", key);
return;
}
synchronized (this) {
log.trace("Received task {} status update {}", id, status);
CacheEntry entry = getOrAdd(id);
entry.put(status);
}
}
// visible for testing
void read(ConsumerRecord record) {
String key = record.key();
if (key.startsWith(CONNECTOR_STATUS_PREFIX)) {
readConnectorStatus(key, record.value());
} else if (key.startsWith(TASK_STATUS_PREFIX)) {
readTaskStatus(key, record.value());
} else {
log.warn("Discarding record with invalid key {}", key);
}
}
private static class CacheEntry {
private T value = null;
private int sequence = 0;
private boolean deleted = false;
public int increment() {
return ++sequence;
}
public void put(T value) {
this.value = value;
}
public T get() {
return value;
}
public void delete() {
this.deleted = true;
}
public boolean isDeleted() {
return deleted;
}
public boolean canWriteSafely(T status) {
return value == null
|| value.workerId().equals(status.workerId())
|| value.generation() <= status.generation();
}
public boolean canWriteSafely(T status, int sequence) {
return canWriteSafely(status) && this.sequence == sequence;
}
}
}
