#!/usr/bin/perl ########################################################################## # Pandora FMS Prediction Server ########################################################################## # Copyright (c) 2008 Sancho Lerena, slerena@gmail.com # (c) 2008 Artica Soluciones Tecnologicas S.L # This program is free software; you can redistribute it and/or # modify it under the terms of the GNU General Public License # as published by the Free Software Foundation; version 2. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # You should have received a copy of the GNU General Public License # along with this program; if not, write to the Free Software # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. ########################################################################## # Includes list use strict; use warnings; use Date::Manip; # Needed to manipulate DateTime formats of input, output and compare use Time::Local; # DateTime basic manipulation use threads; use threads::shared; # Pandora Modules use PandoraFMS::Config; use PandoraFMS::Tools; use PandoraFMS::DB; # Queue management my @pending_task : shared; my %pending_task_hash : shared; my %current_task_hash : shared; my $queue_lock : shared; # FLUSH in each IO (only for debug, very slooow) # ENABLED in DEBUGMODE # DISABLE FOR PRODUCTION $| = 0; my %pa_config; $SIG{'TERM'} = 'pandora_shutdown'; $SIG{'INT'} = 'pandora_shutdown'; # Inicio del bucle principal de programa pandora_init(\%pa_config, "Pandora FMS Prediction Server"); # Read config file for Global variables pandora_loadconfig (\%pa_config, 5); # Audit server starting pandora_audit (\%pa_config, "Pandora FMS Prediction server starting", "SYSTEM", "System"); # Daemonize and put in background if ( $pa_config{"daemon"} eq "1" ){ if ($pa_config{"quiet"} eq "0"){ print " [*] Backgrounding Pandora FMS Prediction Server process.\n\n"; } &pandora_daemonize ( \%pa_config); } # Launch now all prediction threads # $ax is local thread id for this server for (my $ax=0; $ax < $pa_config{'prediction_threads'}; $ax++){ threads->new( \&pandora_prediction_consumer, \%pa_config, $ax); } # Launch now the producer thread threads->new( \&pandora_prediction_producer, \%pa_config); # Last thread is the main process (this process) if ($pa_config{"quiet"} == 0){ print " [*] All threads loaded and running \n"; } # Start Pandora FMS loggin pandora_startlog (\%pa_config); my $dbhost = $pa_config{'dbhost'}; my $dbname = $pa_config{'dbname'}; my $dbh = DBI->connect("DBI:mysql:$dbname:$dbhost:3306", $pa_config{'dbuser'}, $pa_config{'dbpass'}, { RaiseError => 1, AutoCommit => 1 }); # Server keepalive thread running in main thread on a infinite loop while (1) { pandora_serverkeepaliver (\%pa_config, 5, $dbh); threads->yield; sleep ($pa_config{"server_threshold"}); } #------------------------------------------------------------------------------------ #------------------------------------------------------------------------------------ #------------------------------------------------------------------------------------ #--------------------- Main Perl Code below this line----------------------- #------------------------------------------------------------------------------------ #------------------------------------------------------------------------------------ #------------------------------------------------------------------------------------ ######################################################################################## # pandora_shutdown () # Close system on a received signal ######################################################################################## sub pandora_shutdown { logger (\%pa_config,"Pandora FMS Prediction Server Shutdown by signal ",0); print " [*] Shutting down Pandora FMS Prediction Server (received signal)...\n"; exit; } sub pandora_prediction_consumer ($$) { my $pa_config = $_[0]; my $thread_id = $_[1]; if ($pa_config->{"quiet"} == 0){ print " [*] Starting up Prediction Consumer Thread # $thread_id \n"; } my $data_id_agent_module; # Create Database handler my $dbh = DBI->connect("DBI:mysql:$pa_config->{'dbname'}:$pa_config->{'dbhost'}:3306", $pa_config->{'dbuser'}, $pa_config->{'dbpass'}, { RaiseError => 1, AutoCommit => 1 }); my $counter =0; LOOP: while (1) { if ($counter > 10) { sleep (1); $counter = 0; } # Take the first element on the shared queue # Insert this element on the current task hash { lock $queue_lock; if (scalar(@pending_task) == 0){ $counter++; next LOOP; } $data_id_agent_module = shift(@pending_task); delete($pending_task_hash{$data_id_agent_module}); $current_task_hash{$data_id_agent_module}=1; } # Executing network task with unmanaged error trapping eval { # Call network execution process # exec_network_module ( $pa_config, $data_id_agent_module, $dbh); exec_prediction_module ($pa_config, $data_id_agent_module, $dbh); }; if ($@){ logger ($pa_config, "[ERROR] Prediction Task for module $data_id_agent_module causes a system exception", 0); logger ($pa_config, "ERROR Code: $@", 1); } # Remove from queue. If catch an error, probably data is # not been processed, but has been freed from task queue { lock $queue_lock; delete($current_task_hash{$data_id_agent_module}); } $counter = 0; } } sub pandora_prediction_producer ($) { my $pa_config = $_[0]; my $dbh = DBI->connect("DBI:mysql:$pa_config->{'dbname'}:$pa_config->{'dbhost'}:3306", $pa_config->{'dbuser'}, $pa_config->{'dbpass'}, { RaiseError => 1, AutoCommit => 1 }); my $server_id = $pa_config->{'server_id'}; # Initialize variables for posterior usage my $query1; my @sql_data1; my $data_id_agente_modulo; my $data_flag; my $exec_sql1; while (1) { if ($pa_config->{"pandora_master"} != 1) { # Query for normal server, not MASTER server $query1 = "SELECT tagente_modulo.id_agente_modulo, tagente_modulo.flag FROM tagente, tagente_modulo, tagente_estado WHERE id_prediction_server = $server_id AND tagente_modulo.id_agente = tagente.id_agente AND tagente.disabled = 0 AND tagente_modulo.prediction_module != 0 AND tagente_modulo.disabled = 0 AND tagente_estado.id_agente_modulo = tagente_modulo.id_agente_modulo AND ( (tagente_estado.last_execution_try + tagente_estado.current_interval) < UNIX_TIMESTAMP() OR tagente_modulo.flag = 1 ) ORDER BY last_execution_try ASC "; } else { # Query for MASTER SERVER ! $query1 = "SELECT DISTINCT(tagente_modulo.id_agente_modulo), tagente_modulo.flag FROM tagente, tagente_modulo, tagente_estado, tserver WHERE ( (tagente.id_prediction_server = $server_id AND tagente_modulo.id_agente = tagente.id_agente) OR (tagente.id_prediction_server != $server_id AND tagente_modulo.id_agente = tagente.id_agente AND tagente.id_prediction_server = tserver.id_server AND tserver.status = 0) ) AND tagente.disabled = 0 AND tagente_modulo.disabled = 0 AND tagente_modulo.prediction_module != 0 AND tagente_estado.id_agente_modulo = tagente_modulo.id_agente_modulo AND ((tagente_estado.last_execution_try + tagente_estado.current_interval) < UNIX_TIMESTAMP() OR tagente_modulo.flag = 1 ) ORDER BY last_execution_try ASC"; } $exec_sql1 = $dbh->prepare($query1); $exec_sql1 ->execute; while (@sql_data1 = $exec_sql1->fetchrow_array()) { $data_id_agente_modulo = $sql_data1[0]; $data_flag = $sql_data1[1]; # Skip modules already queued if ((!defined($pending_task_hash{$data_id_agente_modulo})) && (!defined($current_task_hash{$data_id_agente_modulo}))) { if ($data_flag == 1){ $dbh->do("UPDATE tagente_modulo SET flag = 0 WHERE id_agente_modulo = $data_id_agente_modulo") } # Locking scope, do not remove redundant { } { lock $queue_lock; push (@pending_task, $data_id_agente_modulo); $pending_task_hash {$data_id_agente_modulo}=1; } } } #logger ($pa_config, "Items in Network Pending Queue: ".scalar(@pending_task), 5); $exec_sql1->finish(); sleep($pa_config->{"server_threshold"}); } # Main loop } ########################################################################## # SUB exec_prediction_module (paconfig, id_agente_modulo, dbh ) # Execute prediction module task ########################################################################## sub exec_prediction_module { my $pa_config = $_[0]; my $id_am = $_[1]; my $dbh = $_[2]; # This function internal variables my $i; # Internal counter for loops my $n = 0; # total of real data values # Set global variables for this sub my $agent_module; # hash reference for tagente_modulo record my $target_module; # hash reference for targetted tagente_modulo # Get a full hash for agent_module record reference ($agent_module) my $query_sql = "SELECT * FROM tagente_modulo WHERE id_agente_modulo = $id_am"; my $exec_sql = $dbh->prepare($query_sql); $exec_sql ->execute; $agent_module = $exec_sql->fetchrow_hashref; # Get a full hash for target agent_module record reference ($target_module) $query_sql = "SELECT * FROM tagente_modulo WHERE id_agente_modulo = " . $agent_module->{'prediction_module'}; $exec_sql = $dbh->prepare($query_sql); $exec_sql ->execute; $target_module = $exec_sql->fetchrow_hashref; # Prediction mode explanation # # 0 is for target type of generic_proc. It compares latest data with current data. Needs to get # data on a "middle" interval, so if interval is 300, get data to compare with 150 before # and 150 in the future. If current data is ABOVE or BELOW average +- typical_deviation # this is a BAD value (0), if not is ok (1) and written in target module as is. # more interval configured for this module, more "margin" has to compare data. # # 1 is for target type of generic_data. It get's data in the future, using the interval given in # module. It gets average from current timestamp to INTERVAL in the future and gets average # value. Typical deviation is not used here. my $prediction_mode; if ($agent_module->{'id_tipo_modulo'} == 2){ $prediction_mode = 0; # proc } else { $prediction_mode = 1; # data } # Initialize another global sub variables. my $agent_name = dame_agente_nombre ($pa_config, $agent_module->{'id_agente'}, $dbh); my $module_data = 0; # 0 data for default # Get current timestamp my $timestamp = &UnixDate("today","%Y-%m-%d %H:%M:%S"); my $utimestamp = &UnixDate("today","%s"); # Get different data from each week one month ago (4 values) # $agent_module->{'module_interval'} uses a margin of interval to get average data from the past my @week_data; my @week_utimestamp; for ($i=0; $i<4; $i++){ $week_utimestamp[$i] = $utimestamp - (84600*7*($i+1)); # Adjust for proc prediction if ($prediction_mode == 0) { $week_utimestamp[$i] = $week_utimestamp[$i] - ($agent_module->{'module_interval'} / 2); } } # Let's calculate statistical average using past data my $average = 0; my $temp1 = 0; for ($i=0; $i < 4; $i++){ my $first_data; my $last_data; my $average_interval; my $sum_data = 0; $temp1 = $week_utimestamp[$i] + $agent_module->{'module_interval'}; # Get data for week $i in the past $query_sql = 'SELECT AVG(datos) FROM tagente_datos WHERE id_agente_modulo = '. $target_module->{'id_agente_modulo'}. ' AND utimestamp > '.$week_utimestamp[$i].' AND utimestamp < '.$temp1; $average_interval = get_db_free_field ($query_sql, $dbh); # Need to get data outside interval because no data. if ($average_interval == 0){ $query_sql = 'SELECT datos FROM tagente_datos WHERE id_agente_modulo = '. $target_module->{'id_agente_modulo'}. ' AND utimestamp > '.$week_utimestamp[$i].' LIMIT 1'; $last_data = get_db_free_field ($query_sql, $dbh); if ($last_data != 0){ $sum_data++; } $query_sql = 'SELECT datos FROM tagente_datos WHERE id_agente_modulo = '. $target_module->{'id_agente_modulo'}. ' AND utimestamp < '.$temp1.' LIMIT 1'; $first_data = get_db_free_field ($query_sql, $dbh); if ($first_data != 0){ $sum_data++; } $week_data[$i] = (($last_data + $first_data) / $sum_data); } else { $week_data[$i] = $average_interval; } # It's possible that one of the week_data[i] values was not valid (NULL) # so recheck it and relay on n=0 for "no data" values set to 0 in result # Calculate total ammount of valida data for each data sample if ( (is_numeric($week_data[$i])) && ($week_data[$i] > 0) ){ $n++; # Average SUM $average = $average + $week_data[$i]; } } # Real average value if ($n > 0){ $average = $average / $n; } else { $average = 0; } # (PROC) Compare with current data if ($prediction_mode == 0){ # Calculate typical deviation my $typical_deviation = 0; for ($i=0; $i< $n; $i++){ if ( (is_numeric($week_data[$i])) && ($week_data[$i] > 0) ) { $typical_deviation = $typical_deviation + (($week_data[$i] - $average)**2); } } $typical_deviation = sqrt ($typical_deviation / ($n-1)); $query_sql = 'SELECT datos FROM tagente_estado WHERE id_agente_modulo = '.$target_module->{'id_agente_modulo'}; my $current_value = get_db_free_field ($query_sql, $dbh); if ( ($current_value > ($average - $typical_deviation)) && ($current_value < ($average + $typical_deviation)) ){ $module_data = 1; # OK !! } else { $module_data = 0; # Out of predictions } } else { # Prediction based on data $module_data = $average; } # Build data for insertion my %part; $part{'name'}[0] = $agent_module->{'nombre'}; $part{'description'}[0] = ""; $part{'data'}[0] = $module_data; my $tipo_modulo = dame_nombretipomodulo_idagentemodulo ($pa_config, $agent_module->{'id_tipo_modulo'}, $dbh); # 1 - generic_data # 2 - generic_proc if (1 == $agent_module->{'id_tipo_modulo'}) { module_generic_data ($pa_config, \%part, $timestamp, $agent_name, $tipo_modulo, $dbh); } elsif (2 == $agent_module->{'id_tipo_modulo'}) { module_generic_proc ($pa_config, \%part, $timestamp, $agent_name, $tipo_modulo, $dbh); } else { # Unknown module!, this IS a problem logger ($pa_config, "[FATAL] Prediction Server Problem with unknown module type '$tipo_modulo'", 0); print "[DEBUG] Executing Prediction UNKONWN MODULE TYPE$@\n"; exit; } # Update agent last contact # Insert Pandora version as agent version pandora_lastagentcontact ($pa_config, $timestamp, $agent_name, $pa_config->{'servername'}.$pa_config->{"servermode"}, $pa_config->{'version'}, -1, $dbh); }