I find this method way easier than messing with SQL Server Import/Export Wizard. Although it can be useful to have the wizard create the target table definition first.
CREATE TABLE [dbo].[TargetTable] (
[Id] [int] NULL,
[StringCol] [varchar](MAX) NULL,
[IntCol] [int] NULL
-- additional columns here
) ON [PRIMARY]
GO
BULK INSERT [dbo].[TargetTable]
FROM 'C:\pathto\SourceFile.csv'
WITH
(
FIRSTROW = 2, -- 2 if there are headers
FIELDTERMINATOR = ',', -- field delimiter
ROWTERMINATOR = '\n', -- next row
ERRORFILE = 'C:\pathto\_ImportErrors.txt',
TABLOCK
)
GO
Tuesday, July 22, 2014
Monday, July 21, 2014
Background download of wikipedia dump on Linux
A handy way to download a wikipedia dump in the background in such a way that it continues after ending a terminal session:
$ nohup wget -bqc http://dumps.wikimedia.org/enwiki/20140707/enwiki-20140707-pages-articles-multistream.xml.bz2
Latest wiki dump url can be found here:
http://dumps.wikimedia.org/backup-index.html
References:
http://www.cyberciti.biz/tips/nohup-execute-commands-after-you-exit-from-a-shell-prompt.html
http://www.cyberciti.biz/tips/linux-wget-your-ultimate-command-line-downloader.html
$ nohup wget -bqc http://dumps.wikimedia.org/enwiki/20140707/enwiki-20140707-pages-articles-multistream.xml.bz2
Latest wiki dump url can be found here:
http://dumps.wikimedia.org/backup-index.html
References:
http://www.cyberciti.biz/tips/nohup-execute-commands-after-you-exit-from-a-shell-prompt.html
http://www.cyberciti.biz/tips/linux-wget-your-ultimate-command-line-downloader.html
Tuesday, July 15, 2014
Setting up an FTP server on CentOS 6.x
Need FTP access on a CentOS machine? Easy.
sudo yum install vsftpd
sudo service vsftpd start
sudo chkconfig vsftpd on
chkconfig --list
sudo vi /etc/vsftpd/vsftpd.conf # edit default conf file to have these lines:
anonymous_enable=NO
chroot_local_user=YES
chroot_list_enable=NO
chroot_list_file=/etc/vsftpd/chroot_list
pasv_min_port=3000
pasv_max_port=3050
sudo touch /etc/vsftpd/chroot_list
sudo /sbin/service vsftpd restart
Done.
Note that these steps have been grabbed from this Rackspace article that includes much more detail:
http://www.rackspace.com/knowledge_center/article/rackspace-cloud-essentials-centos-installing-vsftpd
sudo yum install vsftpd
sudo service vsftpd start
sudo chkconfig vsftpd on
chkconfig --list
sudo vi /etc/vsftpd/vsftpd.conf # edit default conf file to have these lines:
anonymous_enable=NO
chroot_local_user=YES
chroot_list_enable=NO
chroot_list_file=/etc/vsftpd/chroot_list
pasv_min_port=3000
pasv_max_port=3050
sudo touch /etc/vsftpd/chroot_list
sudo /sbin/service vsftpd restart
Done.
Note that these steps have been grabbed from this Rackspace article that includes much more detail:
http://www.rackspace.com/knowledge_center/article/rackspace-cloud-essentials-centos-installing-vsftpd
Tuesday, June 10, 2014
New Eclipse workspace settings
Each new Eclipse workspace has the default settings, arg! I'm going to collect my customisations here.
Window > Preferences...
General > Editors > Text Editors > Spelling | Turn off
General > Editors > Text Editors | Show line numbers
General > Keys | Next Editor bound to Ctrl-Tab; Prev Editor bound to Ctrl-Shift-Tab
Need to check out:
https://code.google.com/a/eclipselabs.org/p/workspacemechanic/
http://mcuoneclipse.com/2012/04/04/copy-my-workspace-settings/
Wednesday, March 12, 2014
Setting up Hive with HBase external storage on CDH
If you have existing HBase tables it can be very handy to create Hive external tables wrapping these so that you can run HiveQL queries.
The following HiveQL will create the metastore table schema on top of MyTableName:
CREATE EXTERNAL TABLE MyTableName(key string, Column1 string, Column2 string)
STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler'
WITH SERDEPROPERTIES ("hbase.columns.mapping" = ":key,cf:Column1,cf:Column2")
TBLPROPERTIES ('hbase.table.name' = 'MyTableName');
The next step is to add the hbase auxlib jars to hive-site.xml to ensure certain HiveQL queries will run (e.g. select count(1) from MyTableName):
<property>
<name>hive.aux.jars.path</name>
<value>file:///opt/cloudera/parcels/CDH/lib/hive/lib/zookeeper.jar,file:///opt/cloudera/parcels/CDH/lib/hive/lib/hbase.jar,file:///opt/cloudera/parcels/CDH/lib/hive/lib/hive-hbase-handler-0.10.0-cdh4.6.0.jar,file:///opt/cloudera/parcels/CDH/lib/hive/lib/guava-11.0.2.jar</value>
</property>
This property must be added to the hive1 service > Config > Service-Wide > Advanced > Hive Service Configuration Safety Valve for hive-site.xml section to be able to execute certain HiveQL commands from the host command line.
To execute HiveQL from the Hue HiveUI add it to the hue1 service > Config > Beeswax Server (Default) > Advanced > Hive Configuration Safety Valve section.
Refs:
https://cwiki.apache.org/confluence/display/Hive/HBaseIntegration
http://www.confusedcoders.com/bigdata/hive/hbase-hive-integration-querying-hbase-via-hive
http://www.cloudera.com/content/cloudera-content/cloudera-docs/CDH4/latest/CDH4-Installation-Guide/cdh4ig_topic_18_10.html
https://groups.google.com/a/cloudera.org/forum/#!topic/cdh-user/E8GfiwMOIPw
The following HiveQL will create the metastore table schema on top of MyTableName:
CREATE EXTERNAL TABLE MyTableName(key string, Column1 string, Column2 string)
STORED BY 'org.apache.hadoop.hive.hbase.HBaseStorageHandler'
WITH SERDEPROPERTIES ("hbase.columns.mapping" = ":key,cf:Column1,cf:Column2")
TBLPROPERTIES ('hbase.table.name' = 'MyTableName');
The next step is to add the hbase auxlib jars to hive-site.xml to ensure certain HiveQL queries will run (e.g. select count(1) from MyTableName):
<property>
<name>hive.aux.jars.path</name>
<value>file:///opt/cloudera/parcels/CDH/lib/hive/lib/zookeeper.jar,file:///opt/cloudera/parcels/CDH/lib/hive/lib/hbase.jar,file:///opt/cloudera/parcels/CDH/lib/hive/lib/hive-hbase-handler-0.10.0-cdh4.6.0.jar,file:///opt/cloudera/parcels/CDH/lib/hive/lib/guava-11.0.2.jar</value>
</property>
This property must be added to the hive1 service > Config > Service-Wide > Advanced > Hive Service Configuration Safety Valve for hive-site.xml section to be able to execute certain HiveQL commands from the host command line.
To execute HiveQL from the Hue HiveUI add it to the hue1 service > Config > Beeswax Server (Default) > Advanced > Hive Configuration Safety Valve section.
Refs:
https://cwiki.apache.org/confluence/display/Hive/HBaseIntegration
http://www.confusedcoders.com/bigdata/hive/hbase-hive-integration-querying-hbase-via-hive
http://www.cloudera.com/content/cloudera-content/cloudera-docs/CDH4/latest/CDH4-Installation-Guide/cdh4ig_topic_18_10.html
https://groups.google.com/a/cloudera.org/forum/#!topic/cdh-user/E8GfiwMOIPw
Sunday, March 9, 2014
Free disk space email alert on Windows Server
Schedule the following PowerShell script to run periodically to receive email alerts on low disk space:
# Schedule with: %windir%\SysWOW64\WindowsPowerShell\v1.0\powershell.exe -WindowStyle "Hidden" -File C:\path_to_scripts\freedisk_space_alert.ps1
$minGbThreshold = 10;
$computers = "localhost"
$smtpAddress = "localhost";
$toAddress = "someone@test.com";
$fromAddress = "someone@test.com";
foreach($computer in $computers)
{
$disks = Get-WmiObject -ComputerName $computer -Class Win32_LogicalDisk -Filter "DriveType = 3";
$computer = $computer.toupper();
$deviceID = $disk.DeviceID;
foreach($disk in $disks)
{
$freeSpaceGB = [Math]::Round([float]$disk.FreeSpace / 1073741824, 2);
if($freeSpaceGB -lt $minGbThreshold)
{
$smtp = New-Object Net.Mail.SmtpClient($smtpAddress)
$msg = New-Object Net.Mail.MailMessage
$msg.To.Add($toAddress)
$msg.From = $fromAddress
$msg.Subject = "Diskspace below threshold: " + $computer + "\" + $disk.DeviceId
$msg.Body = $computer + "\" + $disk.DeviceId + " " + $freeSpaceGB + "GB Remaining";
$smtp.UseDefaultCredentials = $false;
$cred = New-Object System.Net.NetworkCredential("\smtpuser", "<enter password>"); # Ensure smtpuser is authorised to send emails
$smtp.Credentials = $cred;
$smtp.Send($msg)
}
}
}
This script is slightly modified from the one found here to include credentials:
http://gavindraper.com/2012/09/22/automatic-low-hard-disk-alerts-for-windows-server/
Thanks Gavin!
Also you may need to enable script execution in PowerShell by running the following:
%windir%\SysWOW64\WindowsPowerShell\v1.0\powershell.exe set-executionpolicy remotesigned
Which will still restrict internet downloaded scripts and is better than setting this value to unrestricted
See: http://superuser.com/questions/106360/how-to-enable-execution-of-powershell-scripts
# Schedule with: %windir%\SysWOW64\WindowsPowerShell\v1.0\powershell.exe -WindowStyle "Hidden" -File C:\path_to_scripts\freedisk_space_alert.ps1
$minGbThreshold = 10;
$computers = "localhost"
$smtpAddress = "localhost";
$toAddress = "someone@test.com";
$fromAddress = "someone@test.com";
foreach($computer in $computers)
{
$disks = Get-WmiObject -ComputerName $computer -Class Win32_LogicalDisk -Filter "DriveType = 3";
$computer = $computer.toupper();
$deviceID = $disk.DeviceID;
foreach($disk in $disks)
{
$freeSpaceGB = [Math]::Round([float]$disk.FreeSpace / 1073741824, 2);
if($freeSpaceGB -lt $minGbThreshold)
{
$smtp = New-Object Net.Mail.SmtpClient($smtpAddress)
$msg = New-Object Net.Mail.MailMessage
$msg.To.Add($toAddress)
$msg.From = $fromAddress
$msg.Subject = "Diskspace below threshold: " + $computer + "\" + $disk.DeviceId
$msg.Body = $computer + "\" + $disk.DeviceId + " " + $freeSpaceGB + "GB Remaining";
$smtp.UseDefaultCredentials = $false;
$cred = New-Object System.Net.NetworkCredential("\smtpuser", "<enter password>"); # Ensure smtpuser is authorised to send emails
$smtp.Credentials = $cred;
$smtp.Send($msg)
}
}
}
This script is slightly modified from the one found here to include credentials:
http://gavindraper.com/2012/09/22/automatic-low-hard-disk-alerts-for-windows-server/
Thanks Gavin!
Also you may need to enable script execution in PowerShell by running the following:
%windir%\SysWOW64\WindowsPowerShell\v1.0\powershell.exe set-executionpolicy remotesigned
Which will still restrict internet downloaded scripts and is better than setting this value to unrestricted
See: http://superuser.com/questions/106360/how-to-enable-execution-of-powershell-scripts
Thursday, February 27, 2014
Efficient uploading of Jar files to your Hadoop cluster
Copying fat Jar files up to your Hadoop cluster to execute jobs on production-sized data sets in order to find bottlenecks can be painful when you want a quick turn around whilst debugging.
Sometimes local mode just doesn't cut it.
A good solution is to use rsync which supports incremental checking to only transfer file differences.
Command:
rsync -avz /your_source_directory/somejob-0.0.1.jar login@servername:/target_directory/somejob-0.0.1.jar
Options:
-a archive mode
-v verbose mode
-z compress file data during the transfer
Sometimes local mode just doesn't cut it.
A good solution is to use rsync which supports incremental checking to only transfer file differences.
Command:
rsync -avz /your_source_directory/somejob-0.0.1.jar login@servername:/target_directory/somejob-0.0.1.jar
Options:
-a archive mode
-v verbose mode
-z compress file data during the transfer
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