My Experience Moving Data from MySQL to Cassandra
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I had a relational database, that I wanted to migrate to cassandra. Cassandra's sstableloader provides option to load the existing data from flat files to a cassandra ring.
Hence this can be used as a way to migrate data in relational databases
to cassandra, as most relational databases let us export the data into
flat files.
sqoop gives the option to do this effectively. Interestingly, DataStax
Enterprise provides everything we want in the big data space as a
package. This includes, cassandra, hadoop, hive, pig, sqoop, and mahout, which comes handy in this case.
Under the resources directory, you may find the cassandra, dse, hadoop,
hive, log4j-appender, mahout, pig, solr, sqoop, and tomcat specific
configurations.
For example, from resources/hadoop/bin, you may format the hadoop name node using
./hadoop namenode -format
as usual.
as usual.
* Download and extract DataStax Enterprise binary archive (dse-2.1-bin.tar.gz).
* Follow the documentation, which is also available as a PDF.
* Migrating a relational database to cassandra is documented and is also blogged.
* Before starting DataStax, make sure that the JAVA_HOME is set. This also can be set directly on conf/hadoop-env.sh.
* Include the connector to the relational database into a location reachable by sqoop.
I put mysql-connector-java-5.1.12-bin.jar under resources/sqoop.
* Set the environment
$ bin/dse-env.sh
* Start DataStax Enterprise, as an Analytics node.
$ sudo bin/dse cassandra -t
where cassandra starts the Cassandra process plus CassandraFS and the -t option starts the Hadoop JobTracker and TaskTracker processes.
$ sudo bin/dse cassandra -t
where cassandra starts the Cassandra process plus CassandraFS and the -t option starts the Hadoop JobTracker and TaskTracker processes.
if you start without the -t flag, the below exception will be thrown during the further operations that are discussed below.
No jobtracker found
Unable to run : jobtracker not found
Unable to run : jobtracker not found
Hence do not miss the -t flag.
* Start cassandra cli to view the cassandra keyrings and you will be
able to view the data in cassandra, once you migrate using sqoop as
given below.
$ bin/cassandra-cli -host localhost -port 9160
Confirm that it is connected to the test cluster that is created on the port 9160, by the below from the CLI.
[default@unknown] describe cluster;
Cluster Information:
Snitch: com.datastax.bdp.snitch.DseDelegateSnitch
Partitioner: org.apache.cassandra.dht.RandomPartitioner
Schema versions:
f5a19a50-b616-11e1-0000-45b29245ddff: [127.0.1.1]
If you have missed mentioning the host/port (starting the cli by just bin/cassandra-cli) or given it wrong, you will get the response as "Not connected to a cassandra instance."
Above command will now migrate the table "Category" in the
shopping_cart_db with the primary key categoryName, into a cassandra
keyspace named shopping_cart, with the cassandra row key categoryName.
You may use the --direct mysql specific option, which is faster. In my
above command, I have everything runs on localhost.
+--------------+-------------+------+-----+---------+-------+
| Field | Type | Null | Key | Default | Extra |
+--------------+-------------+------+-----+---------+-------+
| categoryName | varchar(50) | NO | PRI | NULL | |
| description | text | YES | | NULL | |
| image | blob | YES | | NULL | |
+--------------+-------------+------+-----+---------+-------+
| Field | Type | Null | Key | Default | Extra |
+--------------+-------------+------+-----+---------+-------+
| categoryName | varchar(50) | NO | PRI | NULL | |
| description | text | YES | | NULL | |
| image | blob | YES | | NULL | |
+--------------+-------------+------+-----+---------+-------+
This also creates the respective java class (Category.java), inside the working directory.
To import all the tables in the database, instead of a single table.
$ bin/dse sqoop import-all-tables -m 1 --connect jdbc:mysql://127.0.0.1:3306/shopping_cart_db --username root --password root --cassandra-thrift-host localhost --cassandra-create-schema --direct
Here "-m 1" tag ensures a sequential import. If not specified, the below exception will be thrown.
ERROR tool.ImportAllTablesTool: Error during import: No primary key could be found for table Category. Please specify one with --split-by or perform a sequential import with '-m 1'.
To check whether the keyspace is created,
[default@unknown] show keyspaces;
You may also use hive to view the databases created in cassandra, in an sql-like manner.
* Start Hive
$ bin/dse hive
When the entire database is imported as above, separate java classes will be created for each of the tables.
To import all the tables in the database, instead of a single table.
$ bin/dse sqoop import-all-tables -m 1 --connect jdbc:mysql://127.0.0.1:3306/shopping_cart_db --username root --password root --cassandra-thrift-host localhost --cassandra-create-schema --direct
Here "-m 1" tag ensures a sequential import. If not specified, the below exception will be thrown.
ERROR tool.ImportAllTablesTool: Error during import: No primary key could be found for table Category. Please specify one with --split-by or perform a sequential import with '-m 1'.
To check whether the keyspace is created,
[default@unknown] show keyspaces;
................
Keyspace: shopping_cart_db:
Replication Strategy: org.apache.cassandra.locator.SimpleStrategy
Durable Writes: true
Options: [replication_factor:1]
Column Families:
ColumnFamily: Category_cf
Key Validation Class: org.apache.cassandra.db.marshal.UTF8Type
Default column value validator: org.apache.cassandra.db.marshal.UTF8Type
Columns sorted by: org.apache.cassandra.db.marshal.UTF8Type
Row cache size / save period in seconds / keys to save : 0.0/0/all
Row Cache Provider: org.apache.cassandra.cache.SerializingCacheProvider
Key cache size / save period in seconds: 200000.0/14400
GC grace seconds: 864000
Compaction min/max thresholds: 4/32
Read repair chance: 1.0
Replicate on write: true
Bloom Filter FP chance: default
Built indexes: []
Compaction Strategy: org.apache.cassandra.db.compaction.SizeTieredCompactionStrategy
.............
[default@unknown] describe shopping_cart_db;
Keyspace: shopping_cart_db:
Replication Strategy: org.apache.cassandra.locator.SimpleStrategy
Durable Writes: true
Options: [replication_factor:1]
Column Families:
ColumnFamily: Category_cf
Key Validation Class: org.apache.cassandra.db.marshal.UTF8Type
Default column value validator: org.apache.cassandra.db.marshal.UTF8Type
Columns sorted by: org.apache.cassandra.db.marshal.UTF8Type
Row cache size / save period in seconds / keys to save : 0.0/0/all
Row Cache Provider: org.apache.cassandra.cache.SerializingCacheProvider
Key cache size / save period in seconds: 200000.0/14400
GC grace seconds: 864000
Compaction min/max thresholds: 4/32
Read repair chance: 1.0
Replicate on write: true
Bloom Filter FP chance: default
Built indexes: []
Compaction Strategy: org.apache.cassandra.db.compaction.SizeTieredCompactionStrategy
You may also use hive to view the databases created in cassandra, in an sql-like manner.
* Start Hive
$ bin/dse hive
hive> show databases;
OK
default
shopping_cart_db
When the entire database is imported as above, separate java classes will be created for each of the tables.
$ bin/dse sqoop import-all-tables -m 1 --connect jdbc:mysql://127.0.0.1:3306/shopping_cart_db --username root --password root --cassandra-thrift-host localhost --cassandra-create-schema --direct 12/06/15 15:42:11 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead. 12/06/15 15:42:11 INFO manager.MySQLManager: Preparing to use a MySQL streaming resultset. 12/06/15 15:42:11 INFO tool.CodeGenTool: Beginning code generation 12/06/15 15:42:11 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `Category` AS t LIMIT 1 12/06/15 15:42:11 INFO orm.CompilationManager: HADOOP_HOME is /home/pradeeban/programs/dse-2.1/resources/hadoop/bin/.. Note: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Category.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. 12/06/15 15:42:13 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Category.jar 12/06/15 15:42:13 INFO manager.DirectMySQLManager: Beginning mysqldump fast path import 12/06/15 15:42:13 INFO mapreduce.ImportJobBase: Beginning import of Category 12/06/15 15:42:14 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 12/06/15 15:42:15 INFO mapred.JobClient: Running job: job_201206151241_0007 12/06/15 15:42:16 INFO mapred.JobClient: map 0% reduce 0% 12/06/15 15:42:25 INFO mapred.JobClient: map 100% reduce 0% 12/06/15 15:42:25 INFO mapred.JobClient: Job complete: job_201206151241_0007 12/06/15 15:42:25 INFO mapred.JobClient: Counters: 18 12/06/15 15:42:25 INFO mapred.JobClient: Job Counters 12/06/15 15:42:25 INFO mapred.JobClient: SLOTS_MILLIS_MAPS=6480 12/06/15 15:42:25 INFO mapred.JobClient: Total time spent by all reduces waiting after reserving slots (ms)=0 12/06/15 15:42:25 INFO mapred.JobClient: Total time spent by all maps waiting after reserving slots (ms)=0 12/06/15 15:42:25 INFO mapred.JobClient: Launched map tasks=1 12/06/15 15:42:25 INFO mapred.JobClient: SLOTS_MILLIS_REDUCES=0 12/06/15 15:42:25 INFO mapred.JobClient: File Output Format Counters 12/06/15 15:42:25 INFO mapred.JobClient: Bytes Written=2848 12/06/15 15:42:25 INFO mapred.JobClient: FileSystemCounters 12/06/15 15:42:25 INFO mapred.JobClient: FILE_BYTES_WRITTEN=21419 12/06/15 15:42:25 INFO mapred.JobClient: CFS_BYTES_WRITTEN=2848 12/06/15 15:42:25 INFO mapred.JobClient: CFS_BYTES_READ=87 12/06/15 15:42:25 INFO mapred.JobClient: File Input Format Counters 12/06/15 15:42:25 INFO mapred.JobClient: Bytes Read=0 12/06/15 15:42:25 INFO mapred.JobClient: Map-Reduce Framework 12/06/15 15:42:25 INFO mapred.JobClient: Map input records=1 12/06/15 15:42:25 INFO mapred.JobClient: Physical memory (bytes) snapshot=119435264 12/06/15 15:42:25 INFO mapred.JobClient: Spilled Records=0 12/06/15 15:42:25 INFO mapred.JobClient: CPU time spent (ms)=630 12/06/15 15:42:25 INFO mapred.JobClient: Total committed heap usage (bytes)=121241600 12/06/15 15:42:25 INFO mapred.JobClient: Virtual memory (bytes) snapshot=2085318656 12/06/15 15:42:25 INFO mapred.JobClient: Map output records=36 12/06/15 15:42:25 INFO mapred.JobClient: SPLIT_RAW_BYTES=87 12/06/15 15:42:25 INFO mapreduce.ImportJobBase: Transferred 0 bytes in 11.4492 seconds (0 bytes/sec) 12/06/15 15:42:25 INFO mapreduce.ImportJobBase: Retrieved 36 records. 12/06/15 15:42:25 INFO tool.CodeGenTool: Beginning code generation 12/06/15 15:42:25 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `Customer` AS t LIMIT 1 12/06/15 15:42:25 INFO orm.CompilationManager: HADOOP_HOME is /home/pradeeban/programs/dse-2.1/resources/hadoop/bin/.. Note: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Customer.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. 12/06/15 15:42:25 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Customer.jar 12/06/15 15:42:26 INFO manager.DirectMySQLManager: Beginning mysqldump fast path import 12/06/15 15:42:26 INFO mapreduce.ImportJobBase: Beginning import of Customer 12/06/15 15:42:26 INFO mapred.JobClient: Running job: job_201206151241_0008 12/06/15 15:42:27 INFO mapred.JobClient: map 0% reduce 0% 12/06/15 15:42:35 INFO mapred.JobClient: map 100% reduce 0% 12/06/15 15:42:35 INFO mapred.JobClient: Job complete: job_201206151241_0008 12/06/15 15:42:35 INFO mapred.JobClient: Counters: 17 12/06/15 15:42:35 INFO mapred.JobClient: Job Counters 12/06/15 15:42:35 INFO mapred.JobClient: SLOTS_MILLIS_MAPS=6009 12/06/15 15:42:35 INFO mapred.JobClient: Total time spent by all reduces waiting after reserving slots (ms)=0 12/06/15 15:42:35 INFO mapred.JobClient: Total time spent by all maps waiting after reserving slots (ms)=0 12/06/15 15:42:35 INFO mapred.JobClient: Launched map tasks=1 12/06/15 15:42:35 INFO mapred.JobClient: SLOTS_MILLIS_REDUCES=0 12/06/15 15:42:35 INFO mapred.JobClient: File Output Format Counters 12/06/15 15:42:35 INFO mapred.JobClient: Bytes Written=0 12/06/15 15:42:35 INFO mapred.JobClient: FileSystemCounters 12/06/15 15:42:35 INFO mapred.JobClient: FILE_BYTES_WRITTEN=21489 12/06/15 15:42:35 INFO mapred.JobClient: CFS_BYTES_READ=87 12/06/15 15:42:35 INFO mapred.JobClient: File Input Format Counters 12/06/15 15:42:35 INFO mapred.JobClient: Bytes Read=0 12/06/15 15:42:35 INFO mapred.JobClient: Map-Reduce Framework 12/06/15 15:42:35 INFO mapred.JobClient: Map input records=1 12/06/15 15:42:35 INFO mapred.JobClient: Physical memory (bytes) snapshot=164855808 12/06/15 15:42:35 INFO mapred.JobClient: Spilled Records=0 12/06/15 15:42:35 INFO mapred.JobClient: CPU time spent (ms)=510 12/06/15 15:42:35 INFO mapred.JobClient: Total committed heap usage (bytes)=121241600 12/06/15 15:42:35 INFO mapred.JobClient: Virtual memory (bytes) snapshot=2082869248 12/06/15 15:42:35 INFO mapred.JobClient: Map output records=0 12/06/15 15:42:35 INFO mapred.JobClient: SPLIT_RAW_BYTES=87 12/06/15 15:42:35 INFO mapreduce.ImportJobBase: Transferred 0 bytes in 9.3143 seconds (0 bytes/sec) 12/06/15 15:42:35 INFO mapreduce.ImportJobBase: Retrieved 0 records. 12/06/15 15:42:35 INFO tool.CodeGenTool: Beginning code generation 12/06/15 15:42:35 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `OrderEntry` AS t LIMIT 1 12/06/15 15:42:35 INFO orm.CompilationManager: HADOOP_HOME is /home/pradeeban/programs/dse-2.1/resources/hadoop/bin/.. Note: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/OrderEntry.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. 12/06/15 15:42:35 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/OrderEntry.jar 12/06/15 15:42:36 INFO manager.DirectMySQLManager: Beginning mysqldump fast path import 12/06/15 15:42:36 INFO mapreduce.ImportJobBase: Beginning import of OrderEntry 12/06/15 15:42:36 INFO mapred.JobClient: Running job: job_201206151241_0009 12/06/15 15:42:37 INFO mapred.JobClient: map 0% reduce 0% 12/06/15 15:42:45 INFO mapred.JobClient: map 100% reduce 0% 12/06/15 15:42:45 INFO mapred.JobClient: Job complete: job_201206151241_0009 12/06/15 15:42:45 INFO mapred.JobClient: Counters: 17 12/06/15 15:42:45 INFO mapred.JobClient: Job Counters 12/06/15 15:42:45 INFO mapred.JobClient: SLOTS_MILLIS_MAPS=6381 12/06/15 15:42:45 INFO mapred.JobClient: Total time spent by all reduces waiting after reserving slots (ms)=0 12/06/15 15:42:45 INFO mapred.JobClient: Total time spent by all maps waiting after reserving slots (ms)=0 12/06/15 15:42:45 INFO mapred.JobClient: Launched map tasks=1 12/06/15 15:42:45 INFO mapred.JobClient: SLOTS_MILLIS_REDUCES=0 12/06/15 15:42:45 INFO mapred.JobClient: File Output Format Counters 12/06/15 15:42:45 INFO mapred.JobClient: Bytes Written=0 12/06/15 15:42:45 INFO mapred.JobClient: FileSystemCounters 12/06/15 15:42:45 INFO mapred.JobClient: FILE_BYTES_WRITTEN=21569 12/06/15 15:42:45 INFO mapred.JobClient: CFS_BYTES_READ=87 12/06/15 15:42:45 INFO mapred.JobClient: File Input Format Counters 12/06/15 15:42:45 INFO mapred.JobClient: Bytes Read=0 12/06/15 15:42:45 INFO mapred.JobClient: Map-Reduce Framework 12/06/15 15:42:45 INFO mapred.JobClient: Map input records=1 12/06/15 15:42:45 INFO mapred.JobClient: Physical memory (bytes) snapshot=137252864 12/06/15 15:42:45 INFO mapred.JobClient: Spilled Records=0 12/06/15 15:42:45 INFO mapred.JobClient: CPU time spent (ms)=520 12/06/15 15:42:45 INFO mapred.JobClient: Total committed heap usage (bytes)=121241600 12/06/15 15:42:45 INFO mapred.JobClient: Virtual memory (bytes) snapshot=2014703616 12/06/15 15:42:45 INFO mapred.JobClient: Map output records=0 12/06/15 15:42:45 INFO mapred.JobClient: SPLIT_RAW_BYTES=87 12/06/15 15:42:45 INFO mapreduce.ImportJobBase: Transferred 0 bytes in 9.2859 seconds (0 bytes/sec) 12/06/15 15:42:45 INFO mapreduce.ImportJobBase: Retrieved 0 records. 12/06/15 15:42:45 INFO tool.CodeGenTool: Beginning code generation 12/06/15 15:42:45 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `OrderItem` AS t LIMIT 1 12/06/15 15:42:45 INFO orm.CompilationManager: HADOOP_HOME is /home/pradeeban/programs/dse-2.1/resources/hadoop/bin/.. Note: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/OrderItem.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. 12/06/15 15:42:45 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/OrderItem.jar 12/06/15 15:42:46 WARN manager.CatalogQueryManager: The table OrderItem contains a multi-column primary key. Sqoop will default to the column orderNumber only for this job. 12/06/15 15:42:46 INFO manager.DirectMySQLManager: Beginning mysqldump fast path import 12/06/15 15:42:46 INFO mapreduce.ImportJobBase: Beginning import of OrderItem 12/06/15 15:42:46 INFO mapred.JobClient: Running job: job_201206151241_0010 12/06/15 15:42:47 INFO mapred.JobClient: map 0% reduce 0% 12/06/15 15:42:55 INFO mapred.JobClient: map 100% reduce 0% 12/06/15 15:42:55 INFO mapred.JobClient: Job complete: job_201206151241_0010 12/06/15 15:42:55 INFO mapred.JobClient: Counters: 17 12/06/15 15:42:55 INFO mapred.JobClient: Job Counters 12/06/15 15:42:55 INFO mapred.JobClient: SLOTS_MILLIS_MAPS=5949 12/06/15 15:42:55 INFO mapred.JobClient: Total time spent by all reduces waiting after reserving slots (ms)=0 12/06/15 15:42:55 INFO mapred.JobClient: Total time spent by all maps waiting after reserving slots (ms)=0 12/06/15 15:42:55 INFO mapred.JobClient: Launched map tasks=1 12/06/15 15:42:55 INFO mapred.JobClient: SLOTS_MILLIS_REDUCES=0 12/06/15 15:42:55 INFO mapred.JobClient: File Output Format Counters 12/06/15 15:42:55 INFO mapred.JobClient: Bytes Written=0 12/06/15 15:42:55 INFO mapred.JobClient: FileSystemCounters 12/06/15 15:42:55 INFO mapred.JobClient: FILE_BYTES_WRITTEN=21524 12/06/15 15:42:55 INFO mapred.JobClient: CFS_BYTES_READ=87 12/06/15 15:42:55 INFO mapred.JobClient: File Input Format Counters 12/06/15 15:42:55 INFO mapred.JobClient: Bytes Read=0 12/06/15 15:42:55 INFO mapred.JobClient: Map-Reduce Framework 12/06/15 15:42:55 INFO mapred.JobClient: Map input records=1 12/06/15 15:42:55 INFO mapred.JobClient: Physical memory (bytes) snapshot=116674560 12/06/15 15:42:55 INFO mapred.JobClient: Spilled Records=0 12/06/15 15:42:55 INFO mapred.JobClient: CPU time spent (ms)=590 12/06/15 15:42:55 INFO mapred.JobClient: Total committed heap usage (bytes)=121241600 12/06/15 15:42:55 INFO mapred.JobClient: Virtual memory (bytes) snapshot=2014703616 12/06/15 15:42:55 INFO mapred.JobClient: Map output records=0 12/06/15 15:42:55 INFO mapred.JobClient: SPLIT_RAW_BYTES=87 12/06/15 15:42:55 INFO mapreduce.ImportJobBase: Transferred 0 bytes in 9.2539 seconds (0 bytes/sec) 12/06/15 15:42:55 INFO mapreduce.ImportJobBase: Retrieved 0 records. 12/06/15 15:42:55 INFO tool.CodeGenTool: Beginning code generation 12/06/15 15:42:55 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `Payment` AS t LIMIT 1 12/06/15 15:42:55 INFO orm.CompilationManager: HADOOP_HOME is /home/pradeeban/programs/dse-2.1/resources/hadoop/bin/.. Note: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Payment.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. 12/06/15 15:42:55 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Payment.jar 12/06/15 15:42:56 WARN manager.CatalogQueryManager: The table Payment contains a multi-column primary key. Sqoop will default to the column orderNumber only for this job. 12/06/15 15:42:56 INFO manager.DirectMySQLManager: Beginning mysqldump fast path import 12/06/15 15:42:56 INFO mapreduce.ImportJobBase: Beginning import of Payment 12/06/15 15:42:56 INFO mapred.JobClient: Running job: job_201206151241_0011 12/06/15 15:42:57 INFO mapred.JobClient: map 0% reduce 0% 12/06/15 15:43:05 INFO mapred.JobClient: map 100% reduce 0% 12/06/15 15:43:05 INFO mapred.JobClient: Job complete: job_201206151241_0011 12/06/15 15:43:05 INFO mapred.JobClient: Counters: 17 12/06/15 15:43:05 INFO mapred.JobClient: Job Counters 12/06/15 15:43:05 INFO mapred.JobClient: SLOTS_MILLIS_MAPS=5914 12/06/15 15:43:05 INFO mapred.JobClient: Total time spent by all reduces waiting after reserving slots (ms)=0 12/06/15 15:43:05 INFO mapred.JobClient: Total time spent by all maps waiting after reserving slots (ms)=0 12/06/15 15:43:05 INFO mapred.JobClient: Launched map tasks=1 12/06/15 15:43:05 INFO mapred.JobClient: SLOTS_MILLIS_REDUCES=0 12/06/15 15:43:05 INFO mapred.JobClient: File Output Format Counters 12/06/15 15:43:05 INFO mapred.JobClient: Bytes Written=0 12/06/15 15:43:05 INFO mapred.JobClient: FileSystemCounters 12/06/15 15:43:05 INFO mapred.JobClient: FILE_BYTES_WRITTEN=21518 12/06/15 15:43:05 INFO mapred.JobClient: CFS_BYTES_READ=87 12/06/15 15:43:05 INFO mapred.JobClient: File Input Format Counters 12/06/15 15:43:05 INFO mapred.JobClient: Bytes Read=0 12/06/15 15:43:05 INFO mapred.JobClient: Map-Reduce Framework 12/06/15 15:43:05 INFO mapred.JobClient: Map input records=1 12/06/15 15:43:05 INFO mapred.JobClient: Physical memory (bytes) snapshot=137998336 12/06/15 15:43:05 INFO mapred.JobClient: Spilled Records=0 12/06/15 15:43:05 INFO mapred.JobClient: CPU time spent (ms)=520 12/06/15 15:43:05 INFO mapred.JobClient: Total committed heap usage (bytes)=121241600 12/06/15 15:43:05 INFO mapred.JobClient: Virtual memory (bytes) snapshot=2082865152 12/06/15 15:43:05 INFO mapred.JobClient: Map output records=0 12/06/15 15:43:05 INFO mapred.JobClient: SPLIT_RAW_BYTES=87 12/06/15 15:43:05 INFO mapreduce.ImportJobBase: Transferred 0 bytes in 9.2642 seconds (0 bytes/sec) 12/06/15 15:43:05 INFO mapreduce.ImportJobBase: Retrieved 0 records. 12/06/15 15:43:05 INFO tool.CodeGenTool: Beginning code generation 12/06/15 15:43:05 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `Product` AS t LIMIT 1 12/06/15 15:43:06 INFO orm.CompilationManager: HADOOP_HOME is /home/pradeeban/programs/dse-2.1/resources/hadoop/bin/.. Note: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Product.java uses or overrides a deprecated API. Note: Recompile with -Xlint:deprecation for details. 12/06/15 15:43:06 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-pradeeban/compile/926ddf787c73be06c4e2ad1f8fc522f1/Product.jar 12/06/15 15:43:06 INFO manager.DirectMySQLManager: Beginning mysqldump fast path import 12/06/15 15:43:06 INFO mapreduce.ImportJobBase: Beginning import of Product 12/06/15 15:43:07 INFO mapred.JobClient: Running job: job_201206151241_0012 12/06/15 15:43:08 INFO mapred.JobClient: map 0% reduce 0% 12/06/15 15:43:16 INFO mapred.JobClient: map 100% reduce 0% 12/06/15 15:43:16 INFO mapred.JobClient: Job complete: job_201206151241_0012 12/06/15 15:43:16 INFO mapred.JobClient: Counters: 18 12/06/15 15:43:16 INFO mapred.JobClient: Job Counters 12/06/15 15:43:16 INFO mapred.JobClient: SLOTS_MILLIS_MAPS=5961 12/06/15 15:43:16 INFO mapred.JobClient: Total time spent by all reduces waiting after reserving slots (ms)=0 12/06/15 15:43:16 INFO mapred.JobClient: Total time spent by all maps waiting after reserving slots (ms)=0 12/06/15 15:43:16 INFO mapred.JobClient: Launched map tasks=1 12/06/15 15:43:16 INFO mapred.JobClient: SLOTS_MILLIS_REDUCES=0 12/06/15 15:43:16 INFO mapred.JobClient: File Output Format Counters 12/06/15 15:43:16 INFO mapred.JobClient: Bytes Written=248262 12/06/15 15:43:16 INFO mapred.JobClient: FileSystemCounters 12/06/15 15:43:16 INFO mapred.JobClient: FILE_BYTES_WRITTEN=21527 12/06/15 15:43:16 INFO mapred.JobClient: CFS_BYTES_WRITTEN=248262 12/06/15 15:43:16 INFO mapred.JobClient: CFS_BYTES_READ=87 12/06/15 15:43:16 INFO mapred.JobClient: File Input Format Counters 12/06/15 15:43:16 INFO mapred.JobClient: Bytes Read=0 12/06/15 15:43:16 INFO mapred.JobClient: Map-Reduce Framework 12/06/15 15:43:16 INFO mapred.JobClient: Map input records=1 12/06/15 15:43:16 INFO mapred.JobClient: Physical memory (bytes) snapshot=144871424 12/06/15 15:43:16 INFO mapred.JobClient: Spilled Records=0 12/06/15 15:43:16 INFO mapred.JobClient: CPU time spent (ms)=1030 12/06/15 15:43:16 INFO mapred.JobClient: Total committed heap usage (bytes)=121241600 12/06/15 15:43:16 INFO mapred.JobClient: Virtual memory (bytes) snapshot=2085318656 12/06/15 15:43:16 INFO mapred.JobClient: Map output records=300 12/06/15 15:43:16 INFO mapred.JobClient: SPLIT_RAW_BYTES=87 12/06/15 15:43:16 INFO mapreduce.ImportJobBase: Transferred 0 bytes in 9.2613 seconds (0 bytes/sec) 12/06/15 15:43:16 INFO mapreduce.ImportJobBase: Retrieved 300 records.I found DataStax an interesting project to explore more. I have blogged on the issues that I faced on this as a learner, and how easily can they be fixed - Issues that you may encounter during the migration to Cassandra using DataStax/Sqoop and the fixes.
Big data
Relational database
Database
MySQL
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