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This document lists the detailed steps required for setting up Replication for CDAP :replication.
Cluster Setup
CDAP replication relies on the cluster administrator setting up replication on HBase, HDFS, Hive, and Kafka. It is assumed that CDAP is only running on the master cluster. It is assumed that you have not started CDAP before any of these steps.
HBase
Install the relevant
cdap-hbase-compat
package package on all hbase HBase nodes in your cluster . Compat packages are:- cdap-hbase-compat-0.96 cdap-hbase-compat-0.98
- cdap-hbase-compat-1.0
- cdap-hbase-compat-1.0-cdh
- cdap-hbase-compat-1.0-cdh5.5.0
- cdap-hbase-compat-1.1
- cdap-hbase-compat-1.2-cdh5.7.0
Modify
hbase-site.xml
on on all hbase HBase nodes to enable hbase replicationHBase replication, and to use the CDAP replication status coprocessors:Code Block <property> <name>hbase.replication</name> <value>true</value> </property> <property> <name>hbase.coprocessor.regionserver.classes</name> <value>co.cask.cdap.data2.replication.LastReplicateTimeObserver</value> </property> <property> <name>hbase.coprocessor.wal.classes</name> <value>co.cask.cdap.data2.replication.LastWriteTimeObserver</value> </property>
Modify
hbase-env.sh
on on all hbase nodes HBase nodes to include the hbase coprocessor HBase coprocessor in the classpath classpath:Code Block export HBASE_CLASSPATH="$HBASE_CLASSPATH:/opt/cdap/<hbase-compat-version>/coprocessor/*" # for example, if you're on cdh5.5.x and have installed the cdap-hbase-compat-1.0-cdh5.5.0 package: export HBASE_CLASSPATH="$HBASE_CLASSPATH:/opt/cdap/hbase-compat-1.0-cdh5.5.0/coprocessor/*"
- Restart hbase master HBase master and regionservers
in order to use the replication status coprocessors. Note that due to HBase limitations, these coprocessors cannot be used on HBase 0.96 or 0.98. Available compat packages are:
HDFS
Setup HDFS replication using the solution provided by your distribution. HDFS does not have true replication, but is usually achieved by scheduling regular distcp jobs.
Hive
Setup replication for the database backing your Hive Metastore. Note that this will simply replicate the Hive metadata (which tables exist, table metadata, etc.), but not the data itself. It is assumed you will not be running Hive queries on the slave until a manual failover occurs.
For example, to setup MySQL replication, follow the steps at https://dev.mysql.com/doc/refman/5.7/en/replication-howto.html, which amount to:
...
Modify my.cnf on the master to set a server-id and use bin logging
Code Block |
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[mysqld]
log-bin=mysql-bin
server-id=1 |
...
Restart mysql on master
...
Modify my.cnf on the slave to set a server-id
Code Block |
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[mysqld]
server-id=2 |
...
Restart mysql on slave
...
Create a replication user on the master
Code Block |
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mysql> CREATE USER 'repl'@'%.mydomain.com' IDENTIFIED BY 'slavepass';
mysql> GRANT REPLICATION SLAVE ON *.* TO 'repl'@'%.mydomain.com'; |
...
Obtain the master status
Code Block |
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mysql > SHOW MASTER STATUS;
+------------------+----------+--------------+------------------+
| File | Position | Binlog_Do_DB | Binlog_Ignore_DB |
+------------------+----------+--------------+------------------+
| mysql-bin.000003 | 73 | test | manual,mysql |
+------------------+----------+--------------+------------------+ |
...
Set master on the slave
Code Block |
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mysql> CHANGE MASTER TO
-> MASTER_HOST='master_host_name',
-> MASTER_USER='replication_user_name', // repl
-> MASTER_PASSWORD='replication_password', //slavepass
-> MASTER_LOG_FILE='recorded_log_file_name', //mysql-bin.000003
-> MASTER_LOG_POS=recorded_log_position; // 73 |
...
Start slave
Code Block |
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mysql> start slave |
Verify slave status
...
Enable replication from master to slave:
Code Block master hbase shell> add_peer '[slave-name]', '[slave-zookeeper-quorum]:/[slave-zk-node]' example: master hbase shell> add_peer 'hbase2', 'hbase2-master.domain.net:2181:/hbase'
Enable replication from slave to master:
Code Block slave hbase shell> add_peer '[master-name]', '[master-zookeeper-quorum]:/[master-zk-node]' example: slave hbase shell> add_peer 'hbase1', 'hbase1-master.domain.net:2181:/hbase'
Confirm that replication is working:
Code Block master hbase shell> create 'repltest', 'f' slave hbase shell> create 'repltest', 'f' master hbase shell> enable_table_replication 'repltest' slave hbase shell> alter 'repltest', { 'NAME' => 'f', 'REPLICATION_SCOPE' => 1 } master hbase shell> put 'repltest', 'masterrow', 'f:v1', 'v1' slave hbase shell> put 'repltest', 'slaverow', 'f:v1', 'v1' master hbase shell> scan 'repltest' slave hbase shell> scan 'repltest'
HDFS
Set up HDFS replication using the solution provided by your distribution. HDFS does not have true replication, but it is usually achieved by scheduling regular distcp
jobs.
Hive
Set up replication for the database backing your Hive Metastore. Note that this will simply replicate the Hive metadata (which tables exist, table metadata, etc.), but not the data itself. It is assumed you will not be running Hive queries on the slave until a manual failover occurs.
For example, to setup MySQL replication, follow the steps at https://dev.mysql.com/doc/refman/5.7/en/replication-howto.html, which amount to:
Modify my.cnf on the master to set a server-id and use bin logging:
Code Block [mysqld] log-bin=mysql-bin binlog_format=row server-id=1
Restart mysql on the master
Modify my.cnf on the slave to set a server-id:
Code Block [mysqld] server-id=2
Restart MySQL on the slave
Create a replication user on the master:
Code Block mysql> CREATE USER 'repl'@'%' IDENTIFIED BY 'slavepass'; mysql> GRANT REPLICATION SLAVE ON *.* TO 'repl'@'%';
In a production setup, you probably want to restrict the hostname instead of using '%'. Depending on your MySQL version, you may need to use
old_password
:Code Block mysql> SET PASSWORD FOR 'repl'@'%' = OLD_PASSWORD('slavepass');
Obtain the master status:
Code Block mysql > SHOW MASTER STATUS; +------------------+----------+--------------+------------------+ | File | Position | Binlog_Do_DB | Binlog_Ignore_DB | +------------------+----------+--------------+------------------+ | mysql-bin.000003 | 73 | test | manual,mysql | +------------------+----------+--------------+------------------+
Set master on the slave:
Code Block mysql> CHANGE MASTER TO -> MASTER_HOST='master_host_name', -> MASTER_USER='replication_user_name', // repl -> MASTER_PASSWORD='replication_password', //slavepass -> MASTER_LOG_FILE='recorded_log_file_name', //mysql-bin.000003 -> MASTER_LOG_POS=recorded_log_position; // 73
Start the slave:
Code Block mysql> start slave
Verify slave status:
Code Block mysql> SHOW SLAVE STATUS\G *************************** 1. row *************************** Slave_IO_State: Waiting for master to send event Master_Host: localhost Master_User: root Master_Port: 13000 Connect_Retry: 60 Master_Log_File: master-bin.000002 Read_Master_Log_Pos: 1307 Relay_Log_File: slave-relay-bin.000003 Relay_Log_Pos: 1508 Relay_Master_Log_File: master-bin.000002 Slave_IO_Running: Yes Slave_SQL_Running: Yes Replicate_Do_DB: Replicate_Ignore_DB: Slave_IO_State: Waiting for master to send event Replicate_Do_Table: Replicate_Ignore_Table: Replicate_Wild_Do_Table: Master_HostReplicate_Wild_Ignore_Table: localhost MasterLast_UserErrno: root0 MasterLast_PortError: 13000 Connect_Retry: 60 Skip_Counter: 0 Exec_Master_Log_FilePos: master-bin.000002 1307 ReadRelay_Master_Log_PosSpace: 13071858 Relay_Log_File: slave-relay-bin.000003Until_Condition: None RelayUntil_Log_PosFile: 1508 Relay_MasterUntil_Log_File: master-bin.000002 Pos: 0 SlaveMaster_IOSSL_RunningAllowed: YesNo Slave_SQL_RunningMaster_SSL_CA_File: Yes Master_SSL_CA_Path: Replicate_Do_DB: ReplicateMaster_IgnoreSSL_DBCert: Replicate Master_DoSSL_TableCipher: Replicate_Ignore_Table: Master_SSL_Key: Replicate_WildSeconds_DoBehind_TableMaster: 0 Replicate_Wild_Ignore_Table: Master_SSL_Verify_Server_Cert: No Last_IO_Errno: 0 Last_IO_Error: Skip_CounterLast_SQL_Errno: 0 Exec_Master_Log_Pos: 1307 Last_SQL_Error: Replicate_Ignore_Server_Ids: RelayMaster_Log_Space: 1858Server_Id: 1 UntilMaster_ConditionUUID: None3e11fa47-71ca-11e1-9e33-c80aa9429562 UntilMaster_LogInfo_File: /var/mysqld.2/data/master.info Until_Log_Pos: 0 Master_SSL_AllowedSQL_Delay: No0 MasterSQL_SSLRemaining_CA_FileDelay: NULL Master_SSL_CA_Path: Master_SSL_Cert:Slave_SQL_Running_State: Slave has read all relay log; waiting for the slave I/O thread to update it Master_SSLRetry_CipherCount: 10 Master_SSL_KeyBind: Seconds_Behind_Master: 0 Master_SSL_Verify_Server_Cert: NoLast_IO_Error_Timestamp: Last_SQL_Error_Timestamp: LastMaster_IOSSL_ErrnoCrl: 0 Master_SSL_Crlpath: Last_IO_Error: Retrieved_Gtid_Set: 3e11fa47-71ca-11e1-9e33-c80aa9429562:1-5 LastExecuted_SQL_Errno: 0Gtid_Set: 3e11fa47-71ca-11e1-9e33-c80aa9429562:1-5 LastAuto_SQL_ErrorPosition: Replicate_Ignore_Server_Ids:1 Master_Server_Id: 1Replicate_Rewrite_DB: Master_UUID: 3e11fa47-71ca-11e1-9e33-c80aa9429562 Master_Info_File: /var/mysqld.2/data/master.info SQL_Delay: 0 SQL_Remaining_Delay: NULL Slave_SQL_Running_State: Slave has read all relay log; waiting for the slave I/O thread to update it Master_Retry_Count: 10 Master_Bind: Last_IO_Error_Timestamp: Last_SQL_Error_Timestamp: Master_SSL_Crl: Master_SSL_Crlpath: Retrieved_Gtid_Set: 3e11fa47-71ca-11e1-9e33-c80aa9429562:1-5 Executed_Gtid_Set: 3e11fa47-71ca-11e1-9e33-c80aa9429562:1-5 Auto_Position: 1 Replicate_Rewrite_DB: Channel_name:
Kafka
Setup replication for the Kafka brokers you are using. Kafka MirrorMaker is the most common solution.
CDAP Setup
CDAP requires that you provide an extension that will perform HBase related DDL operations on both clusters instead of just one. To create an extension, you must implement the HBaseDDLExecutor class:
...
Channel_name:
Kafka
Set up replication for the Kafka brokers you are using. Kafka MirrorMaker (see https://kafka.apache.org/documentation.html#basic_ops_mirror_maker and https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=27846330) is the most common solution.
CDAP Setup
CDAP requires that you provide an extension that will perform HBase-related DDL operations on both clusters instead of on just one. To create an extension, you must implement the HBaseDDLExecutor
class:
Code Block |
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/** * Interface providing the HBase DDL operations. */ public interface HBaseDDLExecutor extends Closeable { /** * Initialize the {@link HBaseDDLExecutor}. * @param context the context for the executor */ void initialize(HBaseDDLExecutorContext context); /** * Create the specified namespace if it does not exist. * * @param name the namespace to create * @throws IOException if a remote or network exception occurs */ boolean createNamespaceIfNotExists(String name) throws IOException; /** * Delete the specified namespace if it exists. * * @param name the namespace to delete * @throws IOException if a remote or network exception occurs * @throws IllegalStateException if there are tables in the namespace */ void deleteNamespaceIfExists(String name) throws IOException; /** * Create the specified table if it does not exist. * * @param descriptor the descriptor for the table to create * @param splitKeys the initial split keys for the table * @throws IOException if a remote or network exception occurs */ void createTableIfNotExists(TableDescriptor descriptor, @Nullable byte[][] splitKeys) throws IOException; /** * Enable the specified table if it is disabled. * * @param namespace the namespace of the table to enable * @param name the name of the table to enable * @throws IOException if a remote or network exception occurs */ void createNamespaceIfNotExistsenableTableIfDisabled(String namespace, String name) throws IOException; /** * DeleteDisable the specified namespacetable if it exists. *is enabled. * * @param namespace the namespace of the table to disable * @param name the namespacename of the table to deletedisable * @throws IOException if a remote or network exception occurs */ @throws IllegalStateException ifvoid there are tables in the namespacedisableTableIfEnabled(String namespace, String name) throws IOException; /*/* * voidModify deleteNamespaceIfExists(String name) throws IOException; /**the specified table. The table must be disabled. * Create the specified table* if@param itnamespace doesthe notnamespace exist.of the table to *modify * @param descriptorname the descriptorname forof the table to createmodify * @param splitKeysdescriptor the initial split keysdescriptor for the table * @throws IOException if a remote or network exception occurs */ @throws IllegalStateException if the specified table is not disabled void*/ createTableIfNotExists(TableDescriptor descriptor, @Nullable byte[][] splitKeys) void modifyTable(String namespace, String name, TableDescriptor descriptor) throws IOException; /** * EnableTruncate the specified table. The iftable itmust isbe disabled. * * @param namespace the namespace of the table to enabletruncate * @param name the name of the table to enabletruncate * @throws IOException if a remote or network exception occurs */ @throws void enableTableIfDisabled(String namespace, String name) throws IOException; /** * Disable IllegalStateException if the specified table if ittable is enabled.not disabled */ void * @param namespace the namespace of the table to disabletruncateTable(String namespace, String name) throws IOException; /** * Delete @paramthe nametable theif nameit ofexists. theThe table must tobe disabledisabled. * @throws IOException if a* remote@param or networknamespace exceptionthe occursnamespace of the table */to delete void disableTableIfEnabled(String namespace,* String@param name) throwsthe IOException;table to /**delete * Modify@throws theIOException specifiedif table.a Theremote tableor mustnetwork beexception disabled.occurs * @throws IllegalStateException if *the @paramspecified namespacetable theis namespacenot of thedisabled table to modify */ *void @param name thedeleteTableIfExists(String namespace, String name) of the table to modifythrows IOException; /** * Grant permissions @paramon descriptora thetable descriptorto forusers theor tablegroups. * @throws IOException* if@param anamespace remotethe ornamespace networkof exceptionthe occurstable * @throws@param IllegalStateExceptionname if the specifiedname tableof isthe not disabledtable */ @param permissions voidA modifyTable(String namespace, Stringmap from user name, TableDescriptorto descriptor)the throwspermissions IOException;for that user, given /**as a string containing * Truncate the specified* table. The table must be disabled. * * @param namespace the namespace of the table to truncateonly the characters * @param name the name of the table to truncate'a' (Admin), 'c' (Create), 'r' (Read), 'w' (Write), and 'x' (Execute). * @throws IOException if anything goes wrong a remote or network*/ exception occurs void grantPermissions(String namespace, *String @throwsname, IllegalStateExceptionMap<String, ifString> thepermissions) specifiedthrows table is not disabled */ void truncateTable(String namespace, String name) throws IOException; /** * Delete the table if it exists. The table must be disabled. * * @param namespace the namespace of the table to delete * @param name the table to delete * @throws IOException if a remote or network exception occurs * @throws IllegalStateException if the specified table is not disabled */ void deleteTableIfExists(String namespace, String name) throws IOException; } |
To deploy your extension:
Create an extension directory
Code Block $ mkdir -p /opt/cdap/master/ext/hbase/repl
Copy your jar to the directory
Code Block $ cp myextension.jar /opt/cdap/master/ext/hbase/repl/
Modify cdap-site.xml to use your implementation of HBaseDDLExecutor
Code Block <property> <name>hbase.ddlexecutor.extension.dir</name> <value>/opt/cdap/master/ext/hbase</value> </property>
Modify cdap-site.xml with any properties required by your executor. Anything prefixed by 'cdap.hbase.spi.hbase.' will be available through the Context object passed into your executor's initialize method
Code Block <property> <name>cdap.hbase.spi.hbase.zookeeper.quorum</name> <value>hbase-master-i18003-1000.dev.continuuity.net:2181/cdap</value> </property> <property> <name>cdap.hbase.spi.hbase.zookeeper.session.timeout</name> <value>60000</value> </property> <property> <name>cdap.hbase.spi.hbase.cluster.distributed</name> <value>true</value> </property> <property> <name>cdap.hbase.spi.hbase.bulkload.staging.dir</name> <value>/tmp/hbase-staging</value> </property> <property> <name>cdap.hbase.spi.hbase.replication</name> <value>true</value> </property>
...
IOException;
} |
Sample implementation of the SPI is located here.
To deploy your extension, run these steps on both your master and slave clusters:
Create an extension directory:
Code Block $ mkdir -p /opt/cdap/master/ext/hbase/repl
Copy your JAR to the directory:
Code Block $ cp myextension.jar /opt/cdap/master/ext/hbase/repl/
Modify
cdap-site.xml
to use your implementation ofHBaseDDLExecutor
:Code Block <property> <name>hbase.ddlexecutor.extension.dir</name> <value>/opt/cdap/master/ext/hbase</value> </property>
Modify
cdap-site.xml
with any properties required by your executor. Anything prefixed by 'cdap.hbase.spi.hbase.' will be available through the Context object passed into your executor's initialize method:Code Block <property> <name>cdap.hbase.spi.hbase.zookeeper.quorum</name> <value>hbase-master-i18003-1000.dev.continuuity.net:2181/cdap</value> </property> <property> <name>cdap.hbase.spi.hbase.zookeeper.session.timeout</name> <value>60000</value> </property> <property> <name>cdap.hbase.spi.hbase.cluster.distributed</name> <value>true</value> </property> <property> <name>cdap.hbase.spi.hbase.bulkload.staging.dir</name> <value>/tmp/hbase-staging</value> </property> <property> <name>cdap.hbase.spi.hbase.replication</name> <value>true</value> </property>
Before starting CDAP on the master cluster, run a command on the slave cluster to load the HBase coprocessors required by CDAP onto the slave's HDFS:
Code Block slave$ cdap setup coprocessors
Start CDAP on the master cluster:
Code Block master$ cdap master start
Manual Failover Procedure
- Stop all CDAP programs on the master cluster
- Stop CDAP on the master cluster
- Copy any HDFS files that have not yet been copied using either your distro's solution or
distcp
Run the replication status tool to get cluster state:
Code Block master$ cdap run co.cask.cdap.data.tools.ReplicationStatusTool -m -o /tmp/master_state
Copy the master state onto your slave cluster:
Code Block master$ scp /tmp/master_state <slave>:/tmp/master_state
Verify replication has copied the required data onto the slave:
Code Block slave$ cdap run co.cask.cdap.data.tools.ReplicationStatusTool -i /tmp/master_state ... Master and Slave Checksums match. HDFS Replication is complete. HBase Replication is complete.
Run Hive's metatool to update locations for Hive tables:
Code Block slave$ hive --service metatool -updateLocation hdfs://[slave-namenode-host]:[slave-namenode-port] hdfs://[master-namenode-host]:[master-namenode-port] -tablePropKey avro.schema.url -serdePropKey avro.schema.url
Start CDAP on the slave:
Code Block slave$ cdap master start