我一直在尝试使用 Spark Structured Streaming API 通过 SASL_SSL 连接到 Kafka 集群。我已将 jaas.conf 文件传递给执行者。似乎我无法设置密钥库和信任库身份验证的值。
我尝试传递 thisspark链接中提到的值
另外，尝试通过此链接中的代码传递它
仍然没有运气。
这是日志
20/02/28 10:00:53 INFO streaming.StreamExecution: Starting [id = e176f5e7-7157-4df5-93ce-1e267bae6125, runId = 03225a69-ec00-45d9-8092-1467da34980f]. Use flight/checkpoint to store the query checkpoint.
20/02/28 10:00:53 INFO yarn.ApplicationMaster: Final app status: SUCCEEDED, exitCode: 0
20/02/28 10:00:53 INFO spark.SparkContext: Invoking stop() from shutdown hook
20/02/28 10:00:53 INFO server.AbstractConnector: Stopped Spark@46202f7b{HTTP/1.1,[http/1.1]}{0.0.0.0:0}
20/02/28 10:00:53 INFO consumer.ConsumerConfig: ConsumerConfig values:
metric.reporters = []
metadata.max.age.ms = 300000
partition.assignment.strategy = [org.apache.kafka.clients.consumer.RangeAssignor]
reconnect.backoff.ms = 50
sasl.kerberos.ticket.renew.window.factor = 0.8
max.partition.fetch.bytes = 1048576
bootstrap.servers = [broker1:9093, broker2:9093]
ssl.keystore.type = JKS
enable.auto.commit = false
sasl.mechanism = GSSAPI
interceptor.classes = null
exclude.internal.topics = true
ssl.truststore.password = null
client.id =
ssl.endpoint.identification.algorithm = null
max.poll.records = 1
check.crcs = true
request.timeout.ms = 40000
heartbeat.interval.ms = 3000
auto.commit.interval.ms = 5000
receive.buffer.bytes = 65536
ssl.truststore.type = JKS
ssl.truststore.location = null
ssl.keystore.password = null
fetch.min.bytes = 1
send.buffer.bytes = 131072
value.deserializer = class org.apache.kafka.common.serialization.ByteArrayDeserializer
group.id = spark-kafka-source-93d170e9-977c-40fc-9e5d-790d253fcff5-409016337-driver-0
retry.backoff.ms = 100
ssl.secure.random.implementation = null
sasl.kerberos.kinit.cmd = /usr/bin/kinit
sasl.kerberos.service.name = null
sasl.kerberos.ticket.renew.jitter = 0.05
ssl.trustmanager.algorithm = PKIX
ssl.key.password = null
fetch.max.wait.ms = 500
sasl.kerberos.min.time.before.relogin = 60000
connections.max.idle.ms = 540000
session.timeout.ms = 30000
metrics.num.samples = 2
key.deserializer = class org.apache.kafka.common.serialization.ByteArrayDeserializer
ssl.protocol = TLS
ssl.provider = null
ssl.enabled.protocols = [TLSv1.2, TLSv1.1, TLSv1]
ssl.keystore.location = null
ssl.cipher.suites = null
security.protocol = SASL_SSL
ssl.keymanager.algorithm = SunX509
metrics.sample.window.ms = 30000
auto.offset.reset = earliest
20/02/28 10:00:53 INFO ui.SparkUI: Stopped Spark web UI at http://<Server>:41037
20/02/28 10:00:53 ERROR streaming.StreamExecution: Query [id = e176f5e7-7157-4df5-93ce-1e267bae6125, runId = 03225a69-ec00-45d9-8092-1467da34980f] terminated with error
org.apache.kafka.common.KafkaException: Failed to construct kafka consumer
at org.apache.kafka.clients.consumer.KafkaConsumer.<init>(KafkaConsumer.java:702)
at org.apache.kafka.clients.consumer.KafkaConsumer.<init>(KafkaConsumer.java:557)
at org.apache.kafka.clients.consumer.KafkaConsumer.<init>(KafkaConsumer.java:540)
at org.apache.spark.sql.kafka010.SubscribeStrategy.createConsumer(ConsumerStrategy.scala:62)
at org.apache.spark.sql.kafka010.KafkaOffsetReader.createConsumer(KafkaOffsetReader.scala:297)
at org.apache.spark.sql.kafka010.KafkaOffsetReader.<init>(KafkaOffsetReader.scala:78)
at org.apache.spark.sql.kafka010.KafkaSourceProvider.createSource(KafkaSourceProvider.scala:88)
at org.apache.spark.sql.execution.datasources.DataSource.createSource(DataSource.scala:243)
at org.apache.spark.sql.execution.streaming.StreamExecution$$anonfun$2$$anonfun$applyOrElse$1.apply(StreamExecution.scala:158)
at org.apache.spark.sql.execution.streaming.StreamExecution$$anonfun$2$$anonfun$applyOrElse$1.apply(StreamExecution.scala:155)
at scala.collection.mutable.MapLike$class.getOrElseUpdate(MapLike.scala:194)
at scala.collection.mutable.AbstractMap.getOrElseUpdate(Map.scala:80)
at org.apache.spark.sql.execution.streaming.StreamExecution$$anonfun$2.applyOrElse(StreamExecution.scala:155)
at org.apache.spark.sql.execution.streaming.StreamExecution$$anonfun$2.applyOrElse(StreamExecution.scala:153)
at org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$2.apply(TreeNode.scala:267)
at org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$2.apply(TreeNode.scala:267)
at org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:70)
at org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:266)
at org.apache.spark.sql.catalyst.trees.TreeNode.transform(TreeNode.scala:256)
at org.apache.spark.sql.execution.streaming.StreamExecution.logicalPlan$lzycompute(StreamExecution.scala:153)
at org.apache.spark.sql.execution.streaming.StreamExecution.logicalPlan(StreamExecution.scala:147)
at org.apache.spark.sql.execution.streaming.StreamExecution.org$apache$spark$sql$execution$streaming$StreamExecution$$runBatches(StreamExecution.scala:276)
at org.apache.spark.sql.execution.streaming.StreamExecution$$anon$1.run(StreamExecution.scala:206)
Caused by: org.apache.kafka.common.KafkaException: javax.security.auth.login.LoginException: Could not login: the client is being asked for a password, but the Kafka client code does not currently support obtaining a password from the user. not available to garner authentication information from the user
at org.apache.kafka.common.network.SaslChannelBuilder.configure(SaslChannelBuilder.java:86)
at org.apache.kafka.common.network.ChannelBuilders.create(ChannelBuilders.java:70)
at org.apache.kafka.clients.ClientUtils.createChannelBuilder(ClientUtils.java:83)
at org.apache.kafka.clients.consumer.KafkaConsumer.<init>(KafkaConsumer.java:623)
... 22 more
Caused by: javax.security.auth.login.LoginException: Could not login: the client is being asked for a password, but the Kafka client code does not currently support obtaining a password from the user. not available to garner authentication information from the user
at com.sun.security.auth.module.Krb5LoginModule.promptForPass(Unknown Source)
at com.sun.security.auth.module.Krb5LoginModule.attemptAuthentication(Unknown Source)
at com.sun.security.auth.module.Krb5LoginModule.login(Unknown Source)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(Unknown Source)
at java.lang.reflect.Method.invoke(Unknown Source)
at javax.security.auth.login.LoginContext.invoke(Unknown Source)
at javax.security.auth.login.LoginContext.access$000(Unknown Source)
at javax.security.auth.login.LoginContext$4.run(Unknown Source)
at javax.security.auth.login.LoginContext$4.run(Unknown Source)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.login.LoginContext.invokePriv(Unknown Source)
at javax.security.auth.login.LoginContext.login(Unknown Source)
at org.apache.kafka.common.security.authenticator.AbstractLogin.login(AbstractLogin.java:69)
at org.apache.kafka.common.security.kerberos.KerberosLogin.login(KerberosLogin.java:110)
at org.apache.kafka.common.security.authenticator.LoginManager.<init>(LoginManager.java:46)
at org.apache.kafka.common.security.authenticator.LoginManager.acquireLoginManager(LoginManager.java:68)
at org.apache.kafka.common.network.SaslChannelBuilder.configure(SaslChannelBuilder.java:78)
... 25 more
20/02/28 10:00:53 INFO cluster.YarnClusterSchedulerBackend: Shutting down all executors
20/02/28 10:00:53 INFO cluster.YarnSchedulerBackend$YarnDriverEndpoint: Asking each executor to shut down
20/02/28 10:00:53 INFO cluster.SchedulerExtensionServices: Stopping SchedulerExtensionServices
(serviceOption=None,
services=List(),
started=false)
20/02/28 10:00:53 INFO spark.MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped!
20/02/28 10:00:53 INFO memory.MemoryStore: MemoryStore cleared
20/02/28 10:00:53 INFO storage.BlockManager: BlockManager stopped
20/02/28 10:00:53 INFO storage.BlockManagerMaster: BlockManagerMaster stopped
20/02/28 10:00:53 INFO scheduler.OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!
20/02/28 10:00:53 INFO spark.SparkContext: Successfully stopped SparkContext
20/02/28 10:00:53 INFO yarn.ApplicationMaster: Unregistering ApplicationMaster with SUCCEEDED
20/02/28 10:00:53 INFO impl.AMRMClientImpl: Waiting for application to be successfully unregistered.
20/02/28 10:00:53 INFO yarn.ApplicationMaster: Deleting staging directory hdfs://nameservice1/user/hasif.subair/.sparkStaging/application_1582866369627_0029
20/02/28 10:00:53 INFO util.ShutdownHookManager: Shutdown hook called
20/02/28 10:00:53 INFO util.ShutdownHookManager: Deleting directory /yarn/nm/usercache/hasif.subair/appcache/application_1582866369627_0029/spark-5addfec0-a99f-49e1-b9d1-671c331efb40
代码
val rawData = spark.readStream.format("kafka")
.option("kafka.bootstrap.servers", "broker1:9093, broker2:9093")
.option("subscribe", "hasif_test")
.option("spark.executor.extraJavaOptions", "-Djava.security.auth.login.config=jaas.conf")
.option("kafka.security.protocol", "SASL_SSL")
.option("ssl.truststore.location", "/etc/connect_ts/truststore.jks")
.option("ssl.truststore.password", "<PASSWORD>")
.option("ssl.keystore.location", "/etc/connect_ts/keystore.jks")
.option("ssl.keystore.password", "<PASSWORD>")
.option("ssl.key.password", "<PASSWORD>")
.load()
rawData.writeStream.option("path", "flight/output")
.option("checkpointLocation", "flight/checkpoint").format("csv").start()
火花提交
spark2-submit --master yarn --deploy-mode cluster \
--conf spark.yarn.keytab=hasif.subair.keytab \
--conf spark.yarn.principal=hasif.subair@TEST.ABC \
--files /home/hasif.subair/jaas.conf \
--conf "spark.executor.extraJavaOptions=-Djava.security.auth.login.config=./jaas.conf" \
--conf "spark.driver.extraJavaOptions=-Djava.security.auth.login.config=./jaas.conf" \
--conf "spark.kafka.clusters.hasif.ssl.truststore.location=/etc/ts/truststore.jks" \
--conf "spark.kafka.clusters.hasif.ssl.truststore.password=testcluster" \
--conf "spark.kafka.clusters.hasif.ssl.keystore.location=/etc/ts/keystore.jks" \
--conf "spark.kafka.clusters.hasif.ssl.keystore.password=testcluster" \
--conf "spark.kafka.clusters.hasif.ssl.key.password=testcluster" \
--jars spark-sql-kafka-0-10_2.11-2.2.0.jar \
--class TestApp test_app_2.11-0.1.jar \
jaas.conf
KafkaClient {
com.sun.security.auth.module.Krb5LoginModule required
useTicketCache=true
principal="hasif.subair@TEST.ABC"
useKeyTab=true
serviceName="kafka"
keyTab="hasif.subair.keytab"
client=true;
};
任何帮助将不胜感激。