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NetDRMS Installation » History » Version 214

Pablo Alingery, 07/06/2016 15:09

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{{toc}}
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h1. NetDRMS Installation
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h2. Requirements
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h3. Configuring production environment
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Adding user production (en root)
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<pre>
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# adduser production
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# addgroup ias
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# adduser production ias
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</pre>
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h3. Configure /home/production/.profile
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Adding environment variables
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<pre>
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#Modif Herve.B Pablo.A 12/05/2016
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PATH="/usr/local/netdrms_current/bin/linux_x86_64:$PATH"
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PATH="/usr/local/netdrms_current/scripts:$PATH"
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PATH="/usr/local/jmd/bin:$PATH"
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PATH="/usr/local/jmd/scripts:$PATH"
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#The following is not needed as installed with 'apt-get install' 
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#PATH="/usr/local/pgsql/bin:$PATH"
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PATH="/usr/local/netdrms-tools/scripts:$PATH"
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#2014-12-17 Avec Herve et Pablo on pense que la ligne suivante est intutile as it is f.. install in /usr/local/lib
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PATH="/usr/local/cfitsio:$PATH"
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#Done
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DERBY_HOME=/usr/local/jmd/databases/derby/derbyBD
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export DERBY_HOME
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export CVSROOT=:pserver:anonymous@solarch.tuc.noao.edu:2401/vtarc1/vso/cvsroot
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</pre>
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h3. Configure /varl/lib/postgres/.profile
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Add to $PATH so postgres can exeute command like initdb
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<pre>
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#Modif Herve.B Pablo.A 19/05/2016
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PATH="/usr/lib/postgresql/9.4/bin:$PATH"
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</pre>
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h3. Setting privileges for SUMS_MANAGER
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Please modify file /etc/sudoers so user 'production' will be able to execute  'sum_chown' that we will locate in the dir : /usr/local/bin . See below
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Add to /etc/sudoers the following line :
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	production host=NOPASSWD:/usr/local/bin/sum_chmown
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h3. Set passwords file for db postgres 
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Please create file .pgpass with the following information for user 'production" so he will be able to connect without password as 'production' or 'postgres' to 2 db that we will create later ias_sdo and ias_sdo_sums.
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.pgpass content :
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<pre>
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	#hostname:5432:ias_sdo:production: 
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	#hostname:5434:ias_sdo_sums:production: 
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	#hostname:5432:ias_sdo:postgres: 
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	#hostname:5434:ias_sdo_sums:postgres
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</pre>
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where #hostname is the name of your server
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%{color:red}WARNING : change hostname when migrate sdo-new to sdo%
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h3. Install missing libraries 
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• libreadline-dev (but already installed with postgresql)
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• libssl-dev 
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• libpam0g-dev 
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• libperl-dev 
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NB : Already done in Debian 8.4 Jessy
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<pre>
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# apt-get install $library_name
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</pre> 
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where
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	_$library_name_ is the name of library
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Then to update path on libraries, please type :
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<pre>
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# ldconfig
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</pre>
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h3. Reconfigure locale
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<pre>
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# dpkg-reconfigure locales
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</pre>
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select fr_FR.UTF8 UTF8 and unselect en_US.UTF-8
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localedef -i en_US -f UTF-8 en_US.UTF-8
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(see here : [[http://www.thomas-krenn.com/en/wiki/Perl_warning_Setting_locale_failed_in_Debian]])
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h3. Install gfortran packages
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<pre>
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# apt-get install gfortran swig
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</pre>
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h3. Installation of cfitsio library
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In /usr/local dir
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Version 3.39 (currently on sdo : 3.24)
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<pre>
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# wget ftp://heasarc.gsfc.nasa.gov/software/fitsio/c/cfitsio3390.tar.gz
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</pre>
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Untar and  decompression
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<pre>
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# tar -xzvf cfitsio3390.tar.gz
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</pre> 
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Go into /usr/local and type
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su - root and :
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<pre>
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# ./configure --prefix=/usr/local
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# make 
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# make install
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</pre>
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h3. Installation of apache2 and lib perl
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<pre>
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# apt-get install apache2
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# apt-get install libjson-perl
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# apt-get install libapache2-mod-perl2
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</pre>
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h3. Installation of postgresql
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Into 'root'
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<pre>
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apt-get install postgresql-9.4 postgresql-client-9.4 
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</pre>
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h3. Installation of python3
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Into 'root'
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<pre>
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apt-get install python3 
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</pre>
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Add some modules psycopg2 (postgres connector) and pySmartDL (Download manager) 
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<pre>
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apt-get install python3-psycopg2
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</pre>
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<pre>
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apt-get install python3-psycopg2
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</pre>
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Add python3-pip for modules within python3
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<pre>
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apt-get install python3-pip
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</pre>
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<pre>
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pip3 install pySmartDL
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</pre>
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Both python2.7 and 3.4 versions are installed on the system.
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By default, the python2.7 is used.
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In order to change in 3.4 by default, type :
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<pre>
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update-alternatives --config python
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</pre>
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h2. NetDRMS databases
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into /var/lib/postgresql  (hard mount point separated,  7 disks 15000 tr/min in raid5 in order to distribute read and write) 
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<pre>
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# cd /var/lib/postgresql
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# mkdir data  data_sums data_monitor
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# chown -R postgres:postgres * 
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</pre>
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h3. Initialize 3 servers data,  data_sums, data_monitor
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Into postgres
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<pre>
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# su - postgres
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$ initdb --locale=C -D data -A md5 -W
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(no password)
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Success. You can now start the database server using:
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    postgres -D data
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or
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    pg_ctl -D data -l logfile start
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$ initdb --locale=C -D data_sums -A md5 -W
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(no password)
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Success. You can now start the database server using:
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    postgres -D data_sums
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or
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    pg_ctl -D data_sums -l logfile start
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$ initdb --locale=C -D data_monitor -A md5 -W
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(no password)
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Success. You can now start the database server using:
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    postgres -D data_monitor
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or
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    pg_ctl -D data_monitor -l logfile start
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</pre>
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Edition des fichiers postgresql.conf pour configurer les bons ports d'écoute :
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listen_addresses = '*'
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data -> port 5432
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data_sums -> port 5434
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data_monitor -> port 5436
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Edit files data*/pg_hba.conf : replace 'md5' by 'trust'
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<pre>
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#"local"
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local   all             all                                     trust
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#"IPv4"
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host   all             all                                     trust
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</pre>
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h3. Tunning postgres 
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In file postgres.conf ( according to https://www.qwant.com/?q=Tunning+postgres+server+9.4+&client=firefox  )
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shared_buffer=4096MB %{color:red}So 1/12 of the total RAM memory available%
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work_mem = 24MB
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maintenance_work_mem = 4096MB
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wal_buffers = 16MB
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checkpoint_segments = 32
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checkpoint_completion_target = 0.9
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random_page_cost = 1.0
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effective_cache_size = 16384MB so 1/4 of the max memory 
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#log
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logging_collector = on 
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log_directory = 'pg_log' 
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log_filename = 'postgresql-%Y-%m-%d_%H%M%S.log' # log file name pattern,
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log_truncate_on_rotation = on           # If on, an existing log file with the
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log_rotation_age = 1d                   # Automatic rotation of logfiles will
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client_min_messages = error
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log_min_messages = error 
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log_min_duration_statement = 0
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log_connections = on
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log_disconnections = on
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log_duration = off
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log_hostname = on
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log_line_prefix = '%t [%p]: %u@%h - %d :'  
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track_counts = on
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autovacuum = on 
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extra_float_digits = 3
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h3. Start the 3 databases :
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<pre>
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# su - postgres
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$ cd /var/lib/postgresql
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$ pg_ctl -D data  start
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$ pg_ctl -D data_sums start
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$ pg_ctl -D data_monitor start
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</pre>
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h3. Create the 3 databases :
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Into user 'postgres'
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* createdb --locale C -E LATIN1 -T template0 ias_sdo
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* createdb --locale C -E LATIN1 -T template0 -p 5434 ias_sdo_sums
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* createdb --locale C -E LATIN1 -T template0 -p 5436 ias_sdo_monitor
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h3. Automatic startup
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Add following lines in the /etc/rc.local file :
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<pre>
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su -l -c "/usr/lib/postgresql/9.4/bin/pg_ctl -D /var/lib/postgresql/data start" postgres
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su -l -c "/usr/lib/postgresql/9.4/bin/pg_ctl -D /var/lib/postgresql/data_sums start" postgres
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su -l -c "/usr/lib/postgresql/9.4/bin/pg_ctl -D /var/lib/postgresql/data_monitor start" postgres
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</pre>
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h2. System tuning
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Current configuration :
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<pre>
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# sysctl -a
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</pre>
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In the following file :
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<pre>
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# vi /etc/sysctl.conf
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</pre>
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we change some values (default values are commented with '#')
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(resources links [[Links|here]])
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<pre>
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# Semaphore is a object that is used to control utilization of a particular process.
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# kernel.sem = SEMMSL SEMMNS SEMOPM SEMMNI
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# SEMMSL        maximum number of semaphores per array  (min 128)
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# SEMMNS        maximum semaphores system-wide  
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# SEMOPM        maximum operations per semop call       
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# SEMMNI        maximum arrays 
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#semop incresed from 32 (default value)operation to 100 (3rd value )
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# kernel.sem = 250      32000   32      128
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kernel.sem = 250 32000 100 128
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In order to  apply changes :#This sets the  OS receive buffer size for all types of connections (default value 212992)
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#net.core.rmem_default = 212992
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#net.core.rmem_max = 212992
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net.core.rmem_default = 33554432
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net.core.rmem_max = 33554432
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#This is the OS send buffer size for all types of connections (212992 default value) 
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#net.core.wmem_default = 212992
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#net.core.wmem_max = 212992
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net.core.wmem_default = 33554432
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net.core.wmem_max = 33554432
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#TCP Autotuning setting. "The first value tells the kernel the minimum receive buffer for each TCP connection, and this buffer is always
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# allocated to a TCP socket, even under high pressure on the system. ... The second value specified tells the kernel the default receive
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# buffer allocated for each TCP socket. This value overrides the /proc/sys/net/core/rmem_default value used by other protocols. ...
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# The third and last value specified in this variable specifies the maximum receive buffer that can be allocated for a TCP socket."
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#net.ipv4.tcp_rmem = 4096       87380   6291456
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net.ipv4.tcp_rmem = 10240 87380 33554432
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#TCP Autotuning setting. "This variable takes 3 different values which holds information on how much TCP sendbuffer memory space
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# each TCP socket has to use. Every TCP socket has this much buffer space to use before the buffer is filled up. Each of the three 
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#values are used under different conditions. ... The first value in this variable tells the minimum TCP send buffer space available
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# for a single TCP socket. ... The second value in the variable tells us the default buffer space allowed for a single TCP socket to use. ... 
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#The third value tells the kernel the maximum TCP send buffer space." 
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#net.ipv4.tcp_wmem = 4096       16384   4194304
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net.ipv4.tcp_wmem = 10240 87380 33554432
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#Disable cache metrics so the initial conditions of the closed connections will not be saved to be used in near future connections
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#net.ipv4.tcp_no_metrics_save = 0
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net.ipv4.tcp_no_metrics_save = 1
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# Increase number of incoming connections backlog
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# net.core.netdev_max_backlog = 1000
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net.core.netdev_max_backlog = 5000
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# The tcp_mem variable defines how the TCP stack should behave when it comes to memory usage. ... 
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#The first value specified in the tcp_mem variable tells the kernel the low threshold. 
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#Below this point, the TCP stack do not bother at all about putting any pressure on the memory usage by different TCP sockets. ... 
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#The second value tells the kernel at which point to start pressuring memory usage down. ... The final value tells the kernel how many
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# memory pages it may use maximally
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# net.ipv4.tcp_mem = 1543347    2057796 3086694
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net.ipv4.tcp_mem = 786432 1048576 26777216
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# local port range that is used by TCP and UDP traffic to choose the local port. You will see in the parameters of this file two numbers:
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# The first number is the first local port allowed for TCP and UDP traffic on the server, the second is the last local port number.
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# net.ipv4.ip_local_port_range = 32768  61000
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net.ipv4.ip_local_port_range = 1024 65535
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# maximum number of sockets in TIME-WAIT to be held simultaneously.
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# net.ipv4.tcp_max_tw_buckets = 262144
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net.ipv4.tcp_max_tw_buckets = 360000
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</pre>
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Then we run the following command to make our change take effect:
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<pre>
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# sysctl -p
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</pre>
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h2. NetDRMS tool Install
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The following installed is based on : [[http://inf-redmine.ias.u-psud.fr/redmine/attachments/download/114/Netdrms_First_Install.odt]]
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The sources are in : http://jsoc.stanford.edu/netdrms/dist/ 
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Locally on sdo-new in  : /home/production/sources
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Symbolic link created 'netdrms_current' that corresponds to the last release
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ln -s netdrms_8.10/ netdrms_current 
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Edit file config.local
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<pre>
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cp config.local.template config.local
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</pre>
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%{color:red}Warning WEB_DBUSER      apache  We think that it should value www maybe , to be checked testing the cgi%
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%{color:red}So check the cgi to figure out which user is used to connect to bd%
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Create 2 followings dirs : 
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<pre>
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mkdir /usr/local/netdrms_8.10/logs/SUM
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mkdir /usr/local/netdrms_8.10/logs/slony
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</pre>
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%{color:red}Warning config.local from line 150 =>222 Remote config to provide data, series to externals%
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%{color:red}To be checked for PLATO%
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Création d'un alias netdrms dans /root/.bashrc
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<pre>
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alias netdrms='cd /usr/local/netdrms_current'
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</pre>
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%{color:red}------------------------------------------------------------------------------------------------------------------%
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h3. Modification du fichier /usr/local/netdrms_current/configure (Not Applied in NetDrms_8.10)
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<pre>
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# The system configuration for configure script
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set PERLBIN = "/usr/bin/perl"
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set PYBIN = "/usr/bin/python"
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</pre>
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h3. Compilation problem due to uncorrect variable types
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Art (art.amezcua@stanford.edu) purpose us a workaround and send us 2 files with correct declaration :
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SUMLIB_RmDo.pgc (diff with original file : [[diff_SUMLIB_RmDo.pgc]])
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SUMLIB_RmDoX.pgc (diff with original file : [[diff_SUMLIB_RmDoX.pgc]])
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Dans le répertoire base/sums/libs/pg renommer les anciens en *.orig et placer les nouveau fichiers SUMLIB_RmDo.pgc et SUMLIB_RmDoX.pgc
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<pre>
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# wget http://jsoc.stanford.edu/~arta/SUMLIB_RmDo.pgc
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# wget http://jsoc.stanford.edu/~arta/SUMLIB_RmDoX.pgc
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</pre>
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h3. Modification du fichier /usr/local/netdrms_current/build/jsoc_machine.csh
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ligne 28 :
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<pre>
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  case "x86_64":
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      echo linux_x86_64
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      breaksw
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</pre>
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Overwriting the existing files in the right place (base/sums/libs/pg) & modif in jsoc_machine.csh 
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=> the command 'make' works well.
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But there is still problem with 'make sums'
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h3. Workaround to solve make sums problem
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Modify [[sum_rpc.h]] in order to match the type of some variables
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h3. Copier /usr/local/netdrms_2.4_release/base/drms/apps/serverdefs.h dans /usr/local/netdrms_current/base/drms/apps (not applied in NetDrms_8.10)
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h3. Modification du fichier /usr/local/netdrms_current/configure (not applied in NetDrms_8.10)
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au lieu de $? en csh on va mettre plutot $status
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ligne 110 :
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<pre>
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  if ($status==0) 
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</pre>
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et ligne 123 :
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<pre>
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  if ($status==0) 
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</pre>
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Lancement :
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<pre>
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./configure
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</pre>
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h3. Installation des libraries libtar-dev, libcurl3-dev et libecpg-dev
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<pre>
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apt-get install libtar libtar-dev
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</pre>
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<pre>
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apt-get install libcurl3-dev
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</pre>
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<pre>
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apt-get install libecpg-dev
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</pre>
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h3. #H4ck 2 Malade #PabloR0cks# (Not Applied in NetDrm_8.10)
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Modification du fichier /usr/include/stdint.h
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ligne 55 : long int remplacé par long long int
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<pre>
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#if __WORDSIZE == 64
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typedef unsigned long int       uint64_t; --> ici long long int
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#else
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__extension__
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typedef unsigned long long int  uint64_t;
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#endif
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</pre>
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"Allo Linus ?!?.."
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h3. Compilation
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<pre>
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# make
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# make sums
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# make jsoc_fetch
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</pre>
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NB : lib64 does not exist on debian 8. so ln -s /usr/lib lib64
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h2. make sums KO  (Not applied in NetDrms_8.10)
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Solution found : Take old lib libcrypto instead libssl
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dans le fichier base/sums/apps/Rules.mk ligne 51 
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replace -lssl by -lcrypto LD flag
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h2. NetDRMS replication
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<pre>
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# cd base/drms/replication/etc
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# scp production@sdo:/usr/local/netdrms/install-config-files/ias.subscribe_list.cfg  .
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# scp production@sdo:/usr/local/netdrms/install-config-files/ias.repclient.cfg  .
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WRONG !!!!!
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To be done cp repclient.template.cfg into ias.subscribe_list.cfg because new field in config file can't appear 
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Correct that step in NetDrms doc 
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The existing ias.repclient.cfg can be used tough to fill params 
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</pre>
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Create tmp dir in netdrms working directory (/usr/local/netdrms_current)
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<pre>
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# mkdir tmp
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</pre>
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Prevent from deleting files
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<pre>
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cd logs/SUM ; scp production@sdo:/usr/local/netdrms/install-config-files/sum_rm.cfg .
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</pre>
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h2. JMD installation 
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Donwnload new JMD package build by Niles Oien 2016-04-07 following thoses actions :
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<pre>
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cd /urs/local
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[oien@spsc-nso19-12 ~]$ ftp gong2.nso.edu
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Name (gong2.nso.edu:oien): anonymous
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Password: <---------------- use your email as the password
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ftp> cd outgoing/oien
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ftp> get pablo_jmd.tar.gz
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ftp> quit
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</pre>
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Install new JMD package following thoses actions 
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<pre>
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[oien@spsc-nso19-12 ~]$ gunzip -vf pablo_jmd.tar.gz
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pablo_jmd.tar.gz:      8.3% -- replaced with pablo_jmd.tar
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[oien@spsc-nso19-12 ~]$ tar xf pablo_jmd.tar
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[oien@spsc-nso19-12 ~]$ cd pablo_jmd
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[oien@spsc-nso19-12 pablo_jmd]$ less PABLO_README.txt
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cd ..
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mv jmd jmd_old
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mv pablo_jmd jmd 
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</pre>
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h2. JMD Configuration
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Configure webserver  to request jsoc_fetch
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(following the mail from nilesoien@gmail.com)
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config d 'apache2 fichier sdo3.ias.u-psud.fr 
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<pre>
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<VirtualHost *:80>
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        ServerName sdo3.ias.u-psud.fr
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        ServerAdmin pablo.alingery@ias.u-psud.fr
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        #ErrorLog /var/log/apache2/error.log
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        DocumentRoot /var/www
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        # Possible values include: debug, info, notice, warn, error, crit,
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        # alert, emerg.
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        LogLevel debug
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        #CustomLog /var/log/apache2/VSO/access.log combined
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        Alias /VSO/DRMS/cgi-bin/ "/home/production/netdrms-tools/scripts/cgi-bin/"
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        <Location /VSO/DRMS/cgi-bin>
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                SetHandler perl-script
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                PerlResponseHandler ModPerl::Registry
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                PerlOptions +ParseHeaders
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                Options +ExecCGI
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                Order allow,deny
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                Allow from all
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        </Location>
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</VirtualHost>
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</pre>
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Execution test cgi with URL :
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http://sdo3.ias.u-psud.fr/ VSO/DRMS/cgi-bin/vso_jsoc_fetch.cgi
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expected result  :
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<pre>
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{
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   "wait" : 0,
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   "requestid" : "",
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   "data" : {},
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   "method" : "url_quick",
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   "size" : 0,
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   "errormsg" : "Empty query",
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   "protocol" : "as-is",
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   "status" : 1,
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   "space_ratio" : 0.1,
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   "load_ratio" : 0.066875,
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   "dir" : "",
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   "count" : 0
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}
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</pre>
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h2. NetDRMS Start script
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<pre>
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sum_start.NetDRMS
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</pre>
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h2. Database repair (from Art)
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On ias_sdo
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<pre>
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delete from admin.ns where name = 'lm_jps';
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delete from admin.ns where name = 'aia_test';
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</pre>
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h2. Private key Public key generation 
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<pre>
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ssh-keygen -t rsa
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</pre>
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Not necessary cause we recover the ssh keys of the current server.
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However, we have to retrieve the private key of production account on sdo3
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From sdo :
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<pre>
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rsync -av id_rsa production@sdo3:/home/production/.ssh/
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</pre>
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h2. Node definition
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file : /usr/local/netdrms_current/base/drms/replication/etc/ias.repclient.cfg
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<pre>
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node=IAStest
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</pre>
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h2. show_series and delete_series binaries
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Remark : these 2 sources are not compiled during installation
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Issue : in netdrms_current 8.10 , do :
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$ make delete_series
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$ make show_series
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h2. SSH-HPN install 
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Intallation de openssh 6.3p1 car le dernier patch hpn dispo est 6.3hpn13.V6 
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web site for open ssh : http://ftp2.fr.openbsd.org/pub/OpenBSD/OpenSSH/portable/openssh-6.3p1.tar.gz
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patch hpn : http://www.psc.edu/index.php/hpn-ssh-patches/hpn-14-kitchen-sink-patches/viewdownload/24-hpn-14-kitchen-sink-patches/102-openssh-6-3p1-hpnssh14v2-kitchen-sink-patch
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<pre>
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# tar -xzvf openssh-6.3p1.tar.gz
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# gunzip openssh-6.3p1-hpnssh14v2.diff.gz
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# cd openssh-6.3p1
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# zcat ../openssh-6.3p1-hpnssh14v2.diff.gz | patch -p1
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# ./configure --prefix=/usr/local/hpn-ssh --with-pam --with-md5-passwords --without-zlib-version-check --with-tcp-wrappers
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# make
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# make install
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</pre>
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Depuis sdo :
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<pre>
729 99 Herve Ballans
# cd /usr/local/hpn-ssh/etc/
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# rsync -av *key* netadm@sdo3:/home/netadm/
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</pre>
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Sur sdo3 :
734 1 Herve Ballans
<pre>
735 100 Herve Ballans
rsync -av /home/netadm/*key* /usr/local/hpn-ssh/etc/
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</pre>
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We have to configure the port number to 55000
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<pre>
740 100 Herve Ballans
# vi ssh_config
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</pre>
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743 100 Herve Ballans
and add :
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<pre>
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#Port 22
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Port 55000
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</pre>
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We configure also the server hpn (even we don't use it yet)
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<pre>
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# vi sshd_config
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</pre>
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and add :
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<pre>
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#Port 22
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Port 55000
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#PidFile /var/run/sshd.pid
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PidFile /var/run/sshd.55000.pid
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# allow the use of the none cipher
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#NoneEnabled no
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NoneEnabled yes
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</pre>
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h2. Correction
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h3. Modification du fichier ias.repclient.cfg
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Copier le template existant repclient.template.cfg dans le répertoire [netdrms_current]/base/drms/replication/etc
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773 105 Pablo Alingery
<pre>
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production@sdo3:/usr/local/netdrms_current/base/drms/replication/etc$ cp repclient.template.cfg ias.repclient.cfg
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</pre>
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Nouveau / netdrms2.4 
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<pre>
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# Apps
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kRSPerl=<path to Perl binary to use when Perl scripts are executed>
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</pre>
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h2. Subscription test 
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785 107 Pablo Alingery
h3. Librairies manquantes
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787 107 Pablo Alingery
Errors 
788 107 Pablo Alingery
<pre>
789 107 Pablo Alingery
Failure to apply SQL file 'IAStest.subscribe_series.sql' from server: ABORTING!
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Can't locate DBI.pm 
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.
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.
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.
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Failure to apply SQL file 'IAStest.subscribe_series.sql' from server: ABORTING!
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Can't locate DBD/Pg.pm
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</pre>
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<pre>
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root@sdo3:/usr/local/netdrms_8.10/base/drms/replication/subscribe_series# apt-get install libdbi-perl 
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root@sdo3:/usr/local/netdrms_8.10/base/drms/replication/subscribe_series# apt-get install libdbd-pg-perl
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</pre>
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h3. Series souscrites
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hmi.sharp_720s_nrt
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hmi.mharp_720s_nrt
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hmi.bharp_720s_nrt
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<pre>
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production@sdo3:~$ show_info -s hmi.sharp_720s_nrt
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First Record: hmi.sharp_720s_nrt[476][2012.09.14_02:12:00_TAI], Recnum = 829707
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Last Record:  hmi.sharp_720s_nrt[4943][2016.03.22_18:24:00_TAI], Recnum = 2015202
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Last Recnum:  2015202
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Has shadow table: no
815 107 Pablo Alingery
</pre>
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h3. Lancement de jetty
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<pre>
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$ jetty.sh start
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</pre>
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825 108 Pablo Alingery
826 108 Pablo Alingery
h2. Test recuperation de meta data 
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librairies manquantes 
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apt-get install libnet-ssh-perl
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apt-get install libstring-shellquote-perl
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h2. TO BE DONE FURTHER
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%{color:red} configure sytem nbr de fichier ouvert en meme temps%
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%{color:red} configure sytem taille  buffer%
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%{color:red} swap désactivé ? discussion Stephane et Gilles%
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h3. Modification du fichir config.local pour la souscription au jsoc
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<pre>
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# NetDRMS users can request subdirectories from the Stanford proj directories 
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# (e.g., JSOC/proj/util). These users will need to contact Stanford and obtain
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# the source subdirectories desired. They will then place these subdirectories
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# in the JSOC/proj directory of their NetDRMS release. To properly build 
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# targets in these subdirectories, using the JSOC make system, the user needs
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# to add entries to this configuration file - one entry for each subdirectory
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# that contains source code to be compiled. Each entry is a space-separated pair
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# of strings: the string "PROJDIR" followed by a subdirectory (of the proj 
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# directory).  For example:
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#
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# PROJDIR     util/apps
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# PROJDIR     util/libs
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# 
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# NOTE: It is not sufficient to list only a parent directory, like util. Source code
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# in child directories will not automatically be compiled.
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</pre>
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h3. Python library for multi-threaded SUMS
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Installation de la librairie python3.4m