CRUD operations are supported in Hive from 0.14 onwards.
See Wiki
Hive supports data warehouse software facility,which facilitates querying and managing large datasets residing in distributed storage. In data warehouse there are situation where we need to update, delete etc transactions.In hive later versions UPDATE was not supported,but there were workarounds to do update a transaction
1. Update Statement In Hive For Small Tables
2. Update Statement In Hive For Large Tables using INSERT
Lets see how to do INSERT,UPDATE,DELETE in newer version of hive.
Create a table "test"
CREATE EXTERNAL TABLE
test (EmployeeID Int,FirstName String,Designation
String,Salary Int,Department String)
ROW FORMAT DELIMITED FIELDS TERMINATED BY ","
LOCATION '/user/hdfs/Hive';
We will try to update the salary of employee id 19 from 45,000 to 50,000. hive> UPDATE test
SET salary = 50000
WHERE employeeid = 19;
FAILED: SemanticException [Error 10294]: Attempt to do update or delete using transaction m anager that does not support these operations.
While applying above query it shows a semantic Exception.In order to allow update and delete we need to add additional settings in hive-site.xml and create table with ACID output format support.
To achieve the same follow below steps:
1. New Configuration Parameters for Transactions
hive.support.concurrency – true
hive.enforce.bucketing – true
hive.exec.dynamic.partition.mode – nonstrict
hive.txn.manager –org.apache.hadoop.hive.ql.lockmgr.DbTxnManager
hive.compactor.initiator.on – true
hive.compactor.worker.threads – 1
You can set these configuration in hive-site.xml (after setting restart Hive ) for ever or via terminal.Dont Forget to restart Hive once the above settings are applied, else you will get the same error again.
2. Below query creates HiveTest table with ACID support
(To do Update,delete or Insert we need to create a table that support ACID properties)
create table HiveTest
(EmployeeID Int,FirstName String,Designation String,
Salary Int,Department String)
clustered by (department) into 3 buckets
stored as orc TBLPROPERTIES ('transactional'='true') ;
3. Load data into HiveTest from a staging table,which contains the original data. from stagingtbl
insert into table HiveTest
select employeeid,firstname,designation,salary,department;
4. UPDATE,DELETE and INSERT operations
1.UPDATE
update HiveTest
set salary = 50000
where employeeid = 19;
SYNOPSIS
- The referenced column must be a column of the table being updated.
- The value assigned must be an expression that Hive supports in the select clause. Thus arithmetic operators, UDFs, casts, literals, etc. are supported. Subqueries are not supported.
- Only rows that match the WHERE clause will be updated.
- Partitioning columns cannot be updated.
- Bucketing columns cannot be updated.
- In Hive 0.14, upon successful completion of this operation the changes will be auto-committed.
2. INSERT
insert into table HiveTest
values(21,'Hive','Hive',0,'B');
SYNOPSIS
- Each row listed in the VALUES clause is inserted into table tablename.
- Values must be provided for every column in the table. The standard SQL syntax that allows the user to insert values into only some columns is not yet supported. To mimic the standard SQL, nulls can be provided for columns the user does not wish to assign a value to.
- Dynamic partitioning is supported in the same way as for INSERT...SELECT.
- If the table being inserted into supports ACID and a transaction manager that supports ACID is in use, this operation will be auto-committed upon successful completion.
3. DELETE
delete from HiveTest
where employeeid=19;
SYNOPSIS
- Only rows that match the WHERE clause will be deleted.
- In Hive 0.14, upon successful completion of this operation the changes will be auto-committed.
Hi, i am using hive 0.14 and followed steps all as mentioned above and i have set new configuration parameters as you said. But still i am getting same error
ReplyDeleteSemanticException [Error 10294]: Attempt to do update or delete using transaction m anager that does not support these operations.
Please advice
Can you show the configurations you set?And where did you set the parameters?
DeleteHi, I am getting the same error. i have set the parameters in hive shell,itself
DeleteHi,
DeleteCan you please post what steps you followed?
Hi Sameekshya,
DeleteYou need set those new properties in Hive-Site.xml and restart the Hive server and create tables, check update,insert and delete
ReplyDeletehive.support.concurrency
true
Whether Hive supports concurrency control or not.
A ZooKeeper instance must be up and running when using zookeeper Hive lock manager
hive.enforce.bucketing
true
Whether bucketing is enforced. If true, while inserting into the table, bucketing is enforced.
hive.exec.dynamic.partition.mode
nonstrict
In strict mode, the user must specify at least one static partition
in case the user accidentally overwrites all partitions.
In nonstrict mode all partitions are allowed to be dynamic.
hive.txn.manager
org.apache.hadoop.hive.ql.lockmgr.DbTxnManager
Set to org.apache.hadoop.hive.ql.lockmgr.DbTxnManager as part of turning on Hive
transactions, which also requires appropriate settings for hive.compactor.initiator.on,
hive.compactor.worker.threads, hive.support.concurrency (true), hive.enforce.bucketing
(true), and hive.exec.dynamic.partition.mode (nonstrict).
The default DummyTxnManager replicates pre-Hive-0.13 behavior and provides
no transactions.
hive.compactor.initiator.on
true
Whether to run the initiator and cleaner threads on this metastore instance or not.
Set this to true on one instance of the Thrift metastore service as part of turning
on Hive transactions. For a complete list of parameters required for turning on
transactions, see hive.txn.manager.
hive.compactor.worker.threads
1
How many compactor worker threads to run on this metastore instance. Set this to a
positive number on one or more instances of the Thrift metastore service as part of
turning on Hive transactions. For a complete list of parameters required for turning
on transactions, see hive.txn.manager.
Worker threads spawn MapReduce jobs to do compactions. They do not do the compactions
themselves. Increasing the number of worker threads will decrease the time it takes
tables or partitions to be compacted once they are determined to need compaction.
It will also increase the background load on the Hadoop cluster as more MapReduce jobs
will be running in the background.
In hive-site.xml, can you pls chare your contact number srinivas.thunga@gmail.com
For a small clarification , can u set it directly in terminal instead of hive-site.xml and try?
Deletehive> hive.support.concurrency=true
Deletehive> hive.enforce.bucketing=true
hive> hive.exec.dynamic.partition.mode=nonstrict
hive> hive.txn.manager=org.apache.hadoop.hive.ql.lockmgr.DbTxnManager
hive> hive.compactor.initiator.on=true
hive> hive.compactor.worker.threads=1
directly means, can you let me know the command how to set directly on terminal plsssssss
ReplyDeleteyes, i did the same from hive console,
ReplyDeleteBut still i am not able to update and delete.
getting the same error.
Pls help
Is that the same error or something like FAILED: SemanticException [Error 10297]: Attempt to do update or delete on table default.test that does not use an AcidOutputFormat or is not bucketed
Deleteyes same error
DeleteSemanticException [Error 10294]: Attempt to do update or delete using transaction manager that does not support these operations
yes same error like
ReplyDeleteSemanticException [Error 10294]: Attempt to do update or delete using transaction manager that does not support these operations.
Only single record insert is working fine.
Not able delete and update
After setting the parameters did you created a table with ACID property???
DeleteIt is mensioned in this blog itself.
Delete1. New Configuration Parameters for Transactions
2. Creates Hive table with ACID support
3. Load data into Hive table
4. Do UPDATE,DELETE and INSERT
Hi Sreeveni,
DeleteThanks a lot for your support.
Its working fine.
Able to insert, update and delete records.
Hello sreevani and vasu,
DeleteEven i have made all the configuration settings,but still getting the same error as:
"FAILED: SemanticException [Error 10294]: Attempt to do update or delete using transaction manager that does not support these operations"
and am setting them in the terminal,can u please help me in resolving this error?
Thank you.
fgh
DeleteHI Tejashwini,
DeleteCan post in details step by step you did till now? And which version of Hive you are using???
Hello sreevani and vasu,
DeleteEven i have made all the configuration settings,but still getting the same error as:
"FAILED: SemanticException [Error 10294]: Attempt to do update or delete using transaction manager that does not support these operations"
and am setting them in the terminal,can u please help me in resolving this error?
Thank you.
Instead of setting direct in Terminal can u please do the same in Hive-site.xml and restart the hive-server
Deletecan you please show your create statement.
DeleteHi Sreevani,
ReplyDeleteI am also getting the similar issue for update
Error is :
FAILED: SemanticException [Error 10294]: Attempt to do update or delete using transaction manager that does not support these operations.
I have already setted parmaters as in this blog
After that tried create , Insert and update but still not worked.
After setting the parameters, have you restarted hive server and Metastore?
DeleteYes you are right srinivas. Please restart Hive.
DeleteBut sreeveni, can we insert with selected columns like
Deleteinsert into table A id,name select id,name from B
Hi, I am new to hive
ReplyDeleteHow to restart hive and Metastore ?
can you please help me to do this.
Thanks,
Nalin
Sure go to where Hive was extracted
Delete$ service --status-all
check hive-server2 and metastore is running
$ sudo service hive-server2 restart
I am setting at the session level
ReplyDeleteIn case if i need to do change configurations in hive, hive-site.xml is not available in hive-1.0.0 right how to do that
You can set it in terminal aswell.
Deletehive> hive.support.concurrency=true;
hive> hive.enforce.bucketing=true;
hive> hive.exec.dynamic.partition.mode=nonstrict;
hive> hive.txn.manager=org.apache.hadoop.hive.ql.lockmgr.DbTxnManager;
hive> hive.compactor.initiator.on=true;
hive> hive.compactor.worker.threads=1;
I did that at session level also but still i am not able to update
Deleteplease find below what I am doing
Deletehive> set hive.support.concurrency=true;
hive> set hive.enforce.bucketing=true;
hive> set hive.exec.dynamic.partition.mode=nonstrict;
hive> set hive.txn.manager=org.apache.hadoop.hive.ql.lockmgr.DbTxnManager;
hive> set hive.compactor.initiator.on=true;
hive> set hive.compactor.worker.threads=1;
hive> create table HiveTest3(EmployeeID Int,FirstName String,Designation String ,Salary Int,Department String) clustered by (department) into 3 buckets stored as orc TBLPROPERTIES ('transactional'='true') ;
OK
Time taken: 0.519 seconds
hive> Insert into table HiveTest3 select * from HiveTest1;
Query ID = nalin_20150220010303_6feec16c-c945-4abc-98c9-fb5c13e9fcda
Total jobs = 1
Launching Job 1 out of 1
Number of reduce tasks is set to 0 since there's no reduce operator
Starting Job = job_1424286757124_0011, Tracking URL = http://bgengmst.ibm.com:8 088/proxy/application_1424286757124_0011/
Kill Command = /opt/hadoop/hadoop-2.3.0/bin/hadoop job -kill job_1424286757124 _0011
Hadoop job information for Stage-1: number of mappers: 2; number of reducers: 0
2015-02-20 01:03:35,704 Stage-1 map = 0%, reduce = 0%
2015-02-20 01:03:52,221 Stage-1 map = 50%, reduce = 0%, Cumulative CPU 1.26 se c
2015-02-20 01:03:58,400 Stage-1 map = 100%, reduce = 0%, Cumulative CPU 2.51 s ec
MapReduce Total cumulative CPU time: 2 seconds 510 msec
Ended Job = job_1424286757124_0011
Loading data to table dbtest.hivetest3
Table dbtest.hivetest3 stats: [numFiles=1, numRows=1, totalSize=502, rawDataSiz e=268]
MapReduce Jobs Launched:
Stage-Stage-1: Map: 2 Cumulative CPU: 2.51 sec HDFS Read: 1165 HDFS Write: 664 SUCCESS
Total MapReduce CPU Time Spent: 2 seconds 510 msec
OK
Time taken: 31.73 seconds
hive> select * from HiveTest3;
OK
1 test mgr 1000 b
Time taken: 0.13 seconds, Fetched: 1 row(s)
hive> update HiveTest3 set salary = 2000 where EmployeeId = 1;
FAILED: SemanticException [Error 10294]: Attempt to do update or delete using t ransaction manager that does not support these operations.
hive>
Can you pls set the same thing Hive-Site.xml and restart the server
Deleteset in Hive-Site.xml file and restart server
ReplyDeleteI don't see any Hive-Site.xml in conf directory, if not available how to create hive-site.xml
Deleteif posssible, can u please paste conf directary folders
Delete[nalin@bgengmst conf]$ ls
Deletebeeline-log4j.properties.template hive-env.sh.template
configuration.xsl hive-exec-log4j.properties.template
hive-default.xml.template hive-log4j.properties.template
hive-env.sh hive-site.xml-snarveso
check the hive-default.xml file, u can find the properties hive.support.concurrency
DeleteThen rename the file to Hive-Site.xml
I tried to rename it as hive-site.xml but I am not able to connect hive
DeleteNo need to connect to Hive to rename. come out from Hive then go to Hive where it got extracted and rename the file
DeleteI have copied the file hive-default.xml.template as hive-site.xml in conf directory after that I tried to connect ./bin/hive interface so I am getting errors
Deleteif possible can you provide me ur mobile number so I can explain the scenario exactly what I did
my emailid nalinikanth7@gmail.com
Deletefrom where you are starting Hive? Are you using cloudera?
Deletedownloaded from apache
Delete
DeleteLogging initialized using configuration in jar:file:/opt/apache-hive-1.0.0-bin/lib/hive-common-1.0.0.jar!/hive-log4j.properties
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/opt/hadoop/hadoop-2.3.0/share/hadoop/common/lib/slf4j-log4j12-1.7.5.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/opt/apache-hive-1.0.0-bin/lib/hive-jdbc-1.0.0-standalone.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
SLF4J: Actual binding is of type [org.slf4j.impl.Log4jLoggerFactory]
Exception in thread "main" java.lang.RuntimeException: java.lang.IllegalArgumentException: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
at org.apache.hadoop.hive.ql.session.SessionState.start(SessionState.java:444)
at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:626)
at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:570)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.apache.hadoop.util.RunJar.main(RunJar.java:212)
Caused by: java.lang.IllegalArgumentException: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
at org.apache.hadoop.fs.Path.initialize(Path.java:206)
at org.apache.hadoop.fs.Path.(Path.java:172)
at org.apache.hadoop.hive.ql.session.SessionState.createSessionDirs(SessionState.java:487)
at org.apache.hadoop.hive.ql.session.SessionState.start(SessionState.java:430)
... 7 more
Caused by: java.net.URISyntaxException: Relative path in absolute URI: ${system:java.io.tmpdir%7D/$%7Bsystem:user.name%7D
at java.net.URI.checkPath(URI.java:1804)
at java.net.URI.(URI.java:752)
at org.apache.hadoop.fs.Path.initialize(Path.java:203)
... 10 more
Java HotSpot(TM) 64-Bit Server VM warning: Insufficient space for shared memory file:
Delete/tmp/hsperfdata_nalin/24733
Try using the -Djava.io.tmpdir= option to select an alternate temp location.
Error: Could not find or load main class fs
login as: nalin
ReplyDeletenalin@10.64.131.139's password:
Last login: Fri Feb 20 03:35:34 2015 from 10.2.192.187
[nalin@bgengmst ~]$ cd $HIVE_HOME
[nalin@bgengmst apache-hive-1.0.0-bin]$ ./bin/hive
Unable to determine Hadoop version information.
'hadoop version' returned:
Java HotSpot(TM) 64-Bit Server VM warning: Insufficient space for shared memory file: /tmp/hsperfdata_nalin/25370 Try using the -Djava.io.tmpdir= option to select an alternate temp location. Hadoop 2.3.0 Subversion http://svn.apache.org/repos/asf/hadoop/common -r 1567123 Compiled by jenkins on 2014-02-11T13:40Z Compiled with protoc 2.5.0 From source with checksum dfe46336fbc6a044bc124392ec06b85 This command was run using /opt/hadoop/hadoop-2.3.0/share/hadoop/common/hadoop-common-2.3.0.jar
[nalin@bgengmst apache-hive-1.0.0-bin]$ hdfs fs -ls /
Java HotSpot(TM) 64-Bit Server VM warning: Insufficient space for shared memory file:
/tmp/hsperfdata_nalin/25445
Try using the -Djava.io.tmpdir= option to select an alternate temp location.
Error: Could not find or load main class fs
[nalin@bgengmst apache-hive-1.0.0-bin]$
check etc/init.d for services. Then u can service name to start manually
ReplyDeletethis is not having services related to hive
ReplyDelete[nalin@bgengmst etc]$ cd init.d
[nalin@bgengmst init.d]$ ls
abrt-ccpp hadoop mdmonitor psacct sandbox
abrtd haldaemon messagebus quota_nld saslauthd
abrt-oops halt netconsole rdisc single
acpid ip6tables netfs restorecond smartd
atd iptables network rngd sshd
auditd irqbalance nfs rpcbind svnserve
blk-availability kdump nfslock rpcgssd sysstat
cpuspeed killall nimbus rpcidmapd udev-post
crond lvm2-lvmetad ntpdate rpcsvcgssd xe-linux-distribution
functions lvm2-monitor postfix rsyslog zookeeper
Is your problem solved?
Deletenot yet
Delete[nalin@bgengmst apache-hive-1.0.0-bin]$ cd /var/log
Delete[nalin@bgengmst log]$ ls
anaconda.ifcfg.log ConsoleKit maillog-20150222 spooler
anaconda.log cron mesos spooler-20150217
anaconda.program.log cron-20150217 messages spooler-20150222
anaconda.storage.log cron-20150222 messages-20150217 storage.log
anaconda.syslog dmesg messages-20150222 tallylog
anaconda.yum.log dmesg.old prelink wtmp
audit dracut.log sa yum.log
boot.log lastlog secure zookeeper
btmp maillog secure-20150217
btmp-20150217 maillog-20150217 secure-20150222
Can you please try out the same in CDH 5 (cloudera)
DeleteI am using Hive 1.1.0 and facing same issues as Nalini mentioned above. Is you problem resolved?
ReplyDeleteSeems this is the only thread over internet discussion hive transaction setup. Any idea how can we reach Hive team so that they can help?
Smilevasu, would you be please willing to help by getting into livemeeting? I understand thats too much to ask. In case you decide so, my email ID is amitg2k@gmail.com
Hi Amit, what you are facing issue on Hive? If possible paste the issue. I sent a request to your mail id.
ReplyDeleteI setup all configuration as above in hive-default.xml.template and saved it as hive-default.xml in CONF directory. However there was no benefit. I created new table as mentioned in step 2 above, I was still getting same error for update:
DeleteSemanticException [Error 10294]: Attempt to do update or delete using transaction manager that does not support these operations.
I configured parameters using CLI:
hive> set hive.support.concurrency=true;
hive> set hive.enforce.bucketing=true;
hive> set hive.exec.dynamic.partition.mode=nonstrict;
hive> set hive.txn.manager=org.apache.hadoop.hive.ql.lockmgr.DbTxnManager;
hive> set hive.compactor.initiator.on=true;
hive> set hive.compactor.worker.threads=1;
Now I am unable to connect to metastore itself:
select * from HiveTest;
FAILED: LockException [Error 10280]: Error communicating with the metastore
On repeated attempts to restart hive and setup parameters through CLI, I am unable to execute query.
When i execute
select * from HiveTest;
Cursor moves to next line and keep blinking forever. There are only 4 records in this table and query works fine before setting abovementioned CLI parameters.
BTW, i am unable to locate your email. Could you please resend?
For FAILED: LockException [Error 10280]: Error communicating with the metastore ,edit hive-site.xml
DeleteIn property tag with set name as hive.in.test and value as true
and then restrart the service.
Many thanks #smilevasu for your time and valuable expertise. Could not have imagined and solved so many issues. Five cheers to you :)
ReplyDeleteHow to release a lock? I killed the script using Ctrl+C and just to realize my table is locked:
ReplyDeletehive> show locks;
OK
Lock ID Database Table Partition State Type Transaction ID Last Hearbeat Acquired At User Hostname
253 default stg_cards NULL WAITING EXCLUSIVE NULL 1429344374976 NULL amit ubuntu14
Time taken: 0.054 seconds, Fetched: 2 row(s)
Hi smilevasu,
ReplyDeleteafter editing hive-site.xml how to restart hive? can you please mention steps?
Hi I am able to do update and delete in hive but not working in beeline and from jdbc java program.
ReplyDeleteCan anyone help on this
Hello,
ReplyDeleteCan you explain the table properties you set in the CREATE TABLE statement? For example you have:
clustered by (department) into 3 buckets
stored as orc TBLPROPERTIES ('transactional'='true') ;
Is there a reason you set clustered by or stored as orc like that? is it required for these transactional hive functions?
Hi Matthew ,
DeleteI used a data of 3 different departments,so i clustered them into 3. and inorder to satisfy ACID properties we need to create table in orc format.Can u please try in normal table?
Hi unmesha
ReplyDeleteI have done all the things u suggested to run acid properties, and as amit garg has done i have folloelwed the same steps but still facing a problem in insert update delete. Semantic error coming.
Please help me out
Can u please post the error message?
DeleteHi Unmesha
ReplyDeleteThanks a lot for the wonderful post. Finally you came for the rescue, this is what I have been searching for months.
Thanks
DeleteHi Unmesha,
DeleteCan you please provide a post on sqoop incremental updates. (not for new rows, for row level updates).
hive (default)> INSERT INTO table tomar VALUES(1,'TOM','Pun');
ReplyDeleteQuery ID = training_20160203110303_156d121d-5e82-4cfb-a2d3-ff97fc8dd0f9
Total jobs = 1
Launching Job 1 out of 1
Number of reduce tasks determined at compile time: 5
In order to change the average load for a reducer (in bytes):
set hive.exec.reducers.bytes.per.reducer=
In order to limit the maximum number of reducers:
set hive.exec.reducers.max=
In order to set a constant number of reducers:
set mapreduce.job.reduces=
Starting Job = job_1424080128507_5223, Tracking URL = http://hydetamaster:8088/proxy/application_1424080128507_5223/
Kill Command = /opt/installation/hadoop/bin/hadoop job -kill job_1424080128507_5223
Interrupting... Be patient, this might take some time.
Press Ctrl+C again to kill JVM
killing job with: job_1424080128507_5223
Hive API stuck at kill command. Can anyone help me out with this ?
Awesome Dude Thanks a lot
ReplyDeletehive> update buildingupdatetst
ReplyDelete> set rilfeaturecode = 'L10000'
> where riluniqueid = 'LO0102_0000023280354';
FAILED: SemanticException [Error 10294]: Attempt to do update or delete using transaction manager that does not support these operations.
can anyone help me above error
Hi,
ReplyDeletePlease let me know hive tables you are created for this??? and let me know the steps you followed till now???
Have anyone tried updating tables in hive cli and it works and it doesnot work from java after setting configuration parameters mentioned above ? Any idea of solution for this ?
ReplyDeleteFAILED: Error in acquiring locks: Error communicating with the metastore
ReplyDeleteError: Error while processing statement: FAILED: Error in acquiring locks: Error
communicating with the metastore (state=42000,code=10)
Any idea about this ?
This comment has been removed by the author.
ReplyDeleteHow to remove this error in case of external tables?
ReplyDeleteIs there a way to Update the row without having to edit the Hive-Site.xml
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I am using Cloudera Hue and i am unable to locate hive-site.xml
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