source: gs2-extensions/parallel-building/trunk/src/bin/script/parse_task_info_from_hadoop_log.pl@ 27586

#!/usr/bin/perl

# Pragma
use strict;
use warnings;

# Configuration
my $debug = 0;

# Requires setup.bash to have been sourced
BEGIN
{
  die "GSDLHOME not set\n" unless defined $ENV{'GSDLHOME'};
  die "GSDLOS not set\n" unless defined $ENV{'GSDLOS'};
  die "HADOOP_PREFIX not set (set in <gsdl>/ext/parallel_processing/setup.bash)\n" unless defined $ENV{'HADOOP_PREFIX'};
  die "HDFS HOST not set (set in <gsdl>/ext/parallel_processing/setup.bash)\n" unless defined $ENV{'HDFSHOST'};
  die "HDFS PORT not set (set in <gsdl>/ext/parallel_processing/setup.bash)\n" unless defined $ENV{'HDFSPORT'};
  # Ensure Greenstone Perl locations are in INC
  unshift (@INC, $ENV{'GSDLHOME'} . '/perllib');
  unshift (@INC, $ENV{'GSDLHOME'} . '/perllib/cpan');
  # we'll need the perl version number
  my ($version_number) = `perl-version.pl`;
  if (defined $ENV{'GSDLEXTS'})
  {
    my @extensions = split(/:/,$ENV{'GSDLEXTS'});
    foreach my $e (@extensions)
    {
      my $ext_prefix = $ENV{'GSDLHOME'} . '/ext/' . $e;
      unshift (@INC, $ext_prefix . '/perllib');
      unshift (@INC, $ext_prefix . '/perllib/cpan');
      unshift (@INC, $ext_prefix . '/' . $ENV{'GSDLOS'} . '/lib/perl/' . $version_number);
    }
  }
}

# Libraries (depends on unshift above
use Sort::Key::Natural qw(natsort);

# Begin
print "===== Parse Hadoop Log =====\n";

# 0. Init
if (!defined $ARGV[0])
{
  die("usage: parse_task_info_from_hadoop_log.pl <results dir>\n");
}
my $results_dir = $ARGV[0];
if (!-d $results_dir)
{
  die("Error! Can't find results directory: " . $results_dir . "\n");
}
print " Results directory: " . $results_dir . "\n";

# 1. Determine job ID
my $hadoop_log_path = &fileCat($results_dir, 'hadoop.log');
if (!-e $hadoop_log_path)
{
  die("Error! Hadoop log file cannot be found: " . $hadoop_log_path . "\n");
}
print " Hadoop log path: " . $hadoop_log_path . "\n";
print " * Determine JobID: ";
my $job_id;
my $result = `grep "Running job:" "$hadoop_log_path"`;
if ($result =~ /Running job: job_(\d+_\d+)/)
{
  $job_id = $1;
}
else
{
  die("Error! Failed to locate JobID\n");
}
print $job_id . "\n";
# - we'll need the date to locate the appopriate log file
my $log_date_suffix = '';
if ($job_id =~ /^(\d\d\d\d)(\d\d)(\d\d)/)
{
  $log_date_suffix = '.' . $1 . '-' . $2 . '-' . $3;
}

# 2. Determine appropriate job tracker log
my $username = `whoami`;
chomp($username);
print " Username: " . $username . "\n";
my $hostname = `hostname`;
chomp($hostname);
print " Hostname: " . $hostname . "\n";
my $jobtracker_log_path = &fileCat($ENV{'HADOOP_PREFIX'}, 'logs', 'hadoop-' . $username . '-jobtracker-' . $hostname . '.log' . $log_date_suffix);
if (!-e $jobtracker_log_path)
{
  $jobtracker_log_path = &fileCat($ENV{'HADOOP_PREFIX'}, 'logs', 'hadoop-' . $username . '-jobtracker-' . $hostname . '.log');
  if (!-e $jobtracker_log_path)
  {
    die("Error! Hadoop JobTracker log file cannot be found: " . $jobtracker_log_path . "\n");
  }
}
print " Jobtracker log path: " . $jobtracker_log_path . "\n";
my $data_locality_report_path = &fileCat($results_dir, 'data_locality.csv');
print " Report path: " . $data_locality_report_path . "\n";

# 3. Parse log
print " * Parse JobTracker Log... ";
my $tid_2_splits = {};
my $tid_2_node = {};
my $aid_2_node = {};
if (open(JTLIN, '<', $jobtracker_log_path))
{
  my $line = '';
  while ($line = <JTLIN>)
  {
    # Tips provide a match between task and file splits
    if ($line =~ /tip:task_${job_id}(_m_\d+) has split on node:\/default-rack\/([^\.\r\n]+)/)
    {
      my $task_id = $job_id . $1;
      my $compute_node = $2;
      &debugPrint('found tip: ' . $task_id . ' => ' . $compute_node);
      if (!defined $tid_2_splits->{$task_id})
      {
        $tid_2_splits->{$task_id} = [$compute_node];
      }
      else
      {
        push(@{$tid_2_splits->{$task_id}}, $compute_node);
      }
    }
    # JobTracker (MAP) entries give us a mapping between task, attempt, and
    # compute node
    if ($line =~ /Adding task \(MAP\) 'attempt_${job_id}(_m_\d+)(_\d+)'.*tracker_([^\.]+).local/)
    {
      my $task_id = $job_id . $1;
      my $attempt_id = $job_id . $1 . $2;
      my $compute_node = $3;
      &debugPrint('found MAP: ' . $attempt_id . ' => ' . $compute_node);
      $aid_2_node->{$attempt_id} = {'compute_node' => $compute_node,
                                    'succeeded' => 0
                                   };
    }
    # Watch for attempt successes (so we can weed out failures)
    if ($line =~ /Task 'attempt_${job_id}(_m_\d+_\d+)' has completed .* successfully/)
    {
      my $attempt_id = $job_id . $1;
      &debugPrint('successful attempt: ' . $attempt_id);
      if (defined $aid_2_node->{$attempt_id})
      {
        $aid_2_node->{$attempt_id}->{'succeeded'} = 1;
      }
    }
  }
  close(JTLIN);
}
else
{
  die("Error! Failed to open JobTracker log for reading: " . $jobtracker_log_path . "\n");
}
print "Done\n";


# 4. Write CSV of information
print " * Writing Job Information... ";
&debugPrint("\nAttemptID\tComputeNode\tSucceeded");
foreach my $attempt_id (keys %{$aid_2_node})
{
  &debugPrint($attempt_id . "\t" . $aid_2_node->{$attempt_id}->{'compute_node'} . "\t" . $aid_2_node->{$attempt_id}->{'succeeded'});
}
&debugPrint("TaskID\tComputeNodeSplits");
foreach my $task_id (keys %{$tid_2_splits})
{
  &debugPrint($task_id . "\t" . join(',', natsort(@{$tid_2_splits->{$task_id}})));
}

# - open the CSV file and write out the combined information from above
if (open(CSVOUT, '>:utf8', $data_locality_report_path))
{
  print CSVOUT "TaskNo,AttemptNo,Data Local,Compute Node,Splits\n";
  foreach my $attempt_id (natsort(keys %{$aid_2_node}))
  {
    my ($job_id, $task_number, $attempt_number) = $attempt_id =~ /^(\d+_\d+)_m_(\d+)_(\d+)/;
    my $task_id = $job_id . '_m_' . $task_number;
    my $compute_node = $aid_2_node->{$attempt_id}->{'compute_node'};
    my @splits = @{$tid_2_splits->{$task_id}};
    my $data_local = 0;
    if (grep($_ eq $compute_node, @splits))
    {
      $data_local = 1;
    }
    print CSVOUT $task_number . "," . $attempt_number . "," . $data_local . ",\"" . $compute_node . "\",\"" . join(',', natsort(@splits)) . "\"\n";
  }
  close(CSVOUT);
}
else
{
  die("Error! Failed to open file for writing: " . $data_locality_report_path);
}
print "Done\n";

# 5. Done
print "===== Complete! =====\n\n";
exit;

# Subs

sub debugPrint
{
  my ($msg) = @_;
  if ($debug)
  {
    print '[debug] ' . $msg . "\n";
  }
}

sub fileCat
{
  my $path = join('/', @_);
  $path =~ s/\/\/+/\//g;
  return $path;
}