Bio::EnsEMBL::Hive
Process
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Summary
Bio::EnsEMBL::Hive::Process
Package variables
Privates (from "my" definitions)
$g_hive_process_workdir;
Included modules
Synopsis
Abstract superclass. Each Process makes up the individual building blocks
of the system. Instances of these processes are created in a hive workflow
graph of Analysis entries that are linked together with dataflow and
AnalysisCtrl rules.
Instances of these Processes are created by the system as work is done.
The newly created Process will have preset $self->queen, $self->dbc,
$self->input_id, $self->analysis and several other variables.
From this input and configuration data, each Process can then proceed to
do something. The flow of execution within a Process is:
fetch_input();
run();
write_output();
DESTROY
The developer can implement their own versions of fetch_input, run,
write_output, and DESTROY to do what they need.
The entire system is based around the concept of a workflow graph which
can split and loop back on itself. This is accomplished by dataflow
rules (or pipes) that connect one Process (or analysis) to others.
Where a unix commandline program can send output on STDOUT STDERR pipes,
a hive Process has access to unlimited pipes referenced by numerical
branch_codes. This is accomplished within the Process via
$self->dataflow_output_id(...);
The design philosophy is that each Process does it's work and creates output,
but it doesn't worry about where the input came from, or where it's output
goes. If the system has dataflow pipes connected, then the output jobs
have purpose, if not the output work is thrown away. The workflow graph
'controls' the behaviour of the system, not the processes. The processes just
need to do their job. The design of the workflow graph is based on the knowledge
of what each Process does so that the graph can be correctly constructed.
The workflow graph can be constructed a priori or can be constructed and
modified by intelligent Processes as the system runs.
The Hive is based on AI concepts and modeled on the social structure and
behaviour of a honey bee hive. So where a worker honey bee's purpose is
(go find pollen, bring back to hive, drop off pollen, repeat), an ensembl-hive
worker's purpose is (find a job, create a Process for that job, run it,
drop off output job(s), repeat). While most workflow systems are based
on 'smart' central controllers and external control of 'dumb' processes,
the Hive is based on 'dumb' workflow graphs and job kiosk, and 'smart' workers
(autonomous agents) who are self configuring and figure out for themselves what
needs to be done, and then do it. The workers are based around a set of
emergent behaviour rules which allow a predictible system behaviour to emerge
from what otherwise might appear at first glance to be a chaotic system. There
is an inherent asynchronous disconnect between one worker and the next.
Work (or jobs) are simply 'posted' on a blackboard or kiosk within the hive
database where other workers can find them.
The emergent behaviour rules of a worker are:
1) If a job is posted, someone needs to do it.
2) Don't grab something that someone else is working on
3) Don't grab more than you can handle
4) If you grab a job, it needs to be finished correctly
5) Keep busy doing work
6) If you fail, do the best you can to report back
For further reading on the AI principles employed in this design see:
http://en.wikipedia.org/wiki/Autonomous_Agent
http://en.wikipedia.org/wiki/Emergence
Description
No description!
Methods
Methods description
Title : DESTROY Function: sublcass can implement functions related to cleanup and release. Typical activities includes freeing datastructures or closing files. |
Title : analysis Usage : $self->analysis; Function: Returns the Analysis object associated with this instance of the Process. Returns : Bio::EnsEMBL::Analysis object |
Title : autoflow_inputjob Function: Gets/sets flag for whether the input_job should be automatically dataflowed on branch code 1 when the job completes. If the subclass manually sends a job along branch 1 with dataflow_output_id, the autoflow will be turned off. Returns : boolean (1/0/undef) |
Title : check_if_exit_cleanly Usage : $self->check_if_exit_cleanly() Function: Check if we want to exit or kill it cleanly at the runnable level Returns : None Args : None |
Title : dataflow_output_id Arg[1](req) : <string> $output_id Arg[2](opt) : <int> $branch_code (optional, defaults to 1) Usage : $self->dataflow_output_id($output_id, $branch_code); Function: If Process needs to create jobs, this allows it to have jobs created and flowed through the dataflow rules of the workflow graph. This 'output_id' becomes the 'input_id' of the newly created job at the ends of the dataflow pipes. The optional 'branch_code' determines which dataflow pipe(s) to flow the job through. |
Title : db Usage : my $hiveDBA = $self->db; Function: returns DBAdaptor to Hive database Returns : Bio::EnsEMBL::Hive::DBSQL::DBAdaptor |
Title : dbc Usage : my $hiveDBConnection = $self->dbc; Function: returns DBConnection to Hive database Returns : Bio::EnsEMBL::DBSQL::DBConnection |
Title : debug Function: Gets/sets flag for debug level. Set through Worker/runWorker.pl Subclasses should treat as a read_only variable. Returns : integer |
Title : encode_hash Arg[1] : <reference to perl hash> $hash_ref Function: Simple convenience method which take a reference to a perl hash and returns a string which is perl code which can be converted back into the hash with an eval statement. Treats all values in hash as strings so it will not properly encode complex data into perl. Usage : $hash_string = $self->encode_hash($has_ref); $hash_ref2 = eval($hash_string); Returns : <string> perl code |
Title : fetch_input Function: sublcass can implement functions related to data fetching. Typical acivities would be to parse $self->input_id and read configuration information from $self->analysis. Subclasses may also want to fetch data from databases or from files within this function. |
Title : input_job Function: Returns the AnalysisJob to be run by this process Subclasses should treat this as a read_only object. Returns : Bio::EnsEMBL::Hive::AnalysisJob object |
Title : output Usage : $self->output() Function: Returns : Array of Bio::EnsEMBL::FeaturePair Args : None |
Title : queen Usage : my $hiveDBA = $self->queen; Function: returns the 'Queen' this Process was created by Returns : Bio::EnsEMBL::Hive::Queen |
Title : run Function: sublcass can implement functions related to process execution. Typical activities include running external programs or running algorithms by calling perl methods. Process may also choose to parse results into memory if an external program was used. |
Title : runnable Usage : $self->runnable($arg) Function: Sets a runnable for this RunnableDB Returns : arrayref of Bio::EnsEMBL::Analysis::Runnable Args : Bio::EnsEMBL::Analysis::Runnable |
Title : worker_temp_directory Function: Returns a path to a directory on the local /tmp disk which the subclass can use as temporary file space. This directory is made the first time the function is called. It persists for as long as the worker is alive. This allows multiple jobs run by the worker to potentially share temp data. For example the worker (which is a single Analysis) might need to dump a datafile file which is needed by all jobs run through this analysis. The process can first check the worker_temp_directory for the file and dump it if it is missing. This way the first job run by the worker will do the dump, but subsequent jobs can reuse the file. Usage : $tmp_dir = $self->worker_temp_directory; Returns : <string> path to a local (/tmp) directory |
Title : write_output Function: sublcass can implement functions related to storing results. Typical activities including writing results into database tables or into files on a shared filesystem. |
Methods code
sub DESTROY
{ my $self = shift;
$self->SUPER::DESTROY if $self->can("SUPER::DESTROY");
}
} |
sub analysis
{ my ($self, $analysis) = @_;
if($analysis) {
throw("Not a Bio::EnsEMBL::Analysis object")
unless ($analysis->isa("Bio::EnsEMBL::Analysis"));
$self->{'_analysis'} = $analysis;
}
return $self->{'_analysis'}; } |
sub autoflow_inputjob
{ my $self = shift;
$self->{'_autoflow_inputjob'} = shift if(@_);
$self->{'_autoflow_inputjob'}=1 unless(defined($self->{'_autoflow_inputjob'}));
return $self->{'_autoflow_inputjob'}; } |
sub check_if_exit_cleanly
{ my $self = shift;
my $id = $self->input_job->dbID;
my $honeycomb_dir = $self->{'honeycomb_dir'};
$honeycomb_dir =~ s/\/$//;
my $not_allowed = $honeycomb_dir . "/" . "relegate." . $id;
my $exit_cleanly = $honeycomb_dir . "/" . "relegate.all";
if (-e $not_allowed) {
$self->update_status('FAILED');
throw("This job has been relegated to be killed - $id\n");
} elsif (-e $exit_cleanly) {
$self->update_status('READY');
throw("This job has been relegated to be exited - $id\n");
}
return undef;
}
1; } |
sub dataflow_output_id
{ my ($self, $output_id, $branch_code, $blocked) = @_;
return unless($output_id);
return unless($self->analysis);
$branch_code=1 unless(defined($branch_code));
my $job = new Bio::EnsEMBL::Hive::AnalysisJob;
$job->input_id($output_id);
$job->analysis_id($self->analysis->dbID);
$job->branch_code($branch_code);
$job->dbID($self->input_job->dbID);
$job->status('READY');
$job->status('BLOCKED') if(defined($blocked) and ($blocked eq 'BLOCKED'));
$self->autoflow_inputjob(0) if($branch_code==1);
return $self->queen->flow_output_job($job); } |
sub db
{ my $self = shift;
return undef unless($self->queen);
return $self->queen->db; } |
sub dbc
{ my $self = shift;
return undef unless($self->queen);
return $self->queen->dbc; } |
sub debug
{ my $self = shift;
$self->{'_debug'} = shift if(@_);
$self->{'_debug'}=0 unless(defined($self->{'_debug'}));
return $self->{'_debug'}; } |
sub encode_hash
{ my $self = shift;
my $hash_ref = shift;
return "" unless($hash_ref);
my $hash_string = "{";
my @keys = sort(keys %{$hash_ref});
foreach my $key (@keys) {
if(defined($hash_ref->{$key})) {
$hash_string .= "'$key'=>'" . $hash_ref->{$key} . "',";
}
}
$hash_string .= "}";
return $hash_string; } |
sub fetch_input
{ my $self = shift;
return 1; } |
sub input_id
{ my $self = shift;
return '' unless($self->input_job);
return $self->input_job->input_id; } |
sub input_job
{ my( $self, $job ) = @_;
if($job) {
throw("Not a Bio::EnsEMBL::Hive::AnalysisJob object")
unless ($job->isa("Bio::EnsEMBL::Hive::AnalysisJob"));
$self->{'_input_job'} = $job;
}
return $self->{'_input_job'}; } |
sub new
{ my ($class,@args) = @_;
my $self = bless {}, $class;
my ($analysis) = rearrange([qw( ANALYSIS )], @args);
$self->analysis($analysis) if($analysis);
return $self;
}
} |
sub output
{ my ($self) = @_;
unless (defined $self->{'output'}) {
$self->{'output'} = [];
foreach my $r (@{$self->runnable}){
push(@{$self->{'output'}}, @{$r->output});
}
}
return @{$self->{'output'}}; } |
sub parameters
{ my $self = shift;
return '' unless($self->analysis);
return $self->analysis->parameters; } |
sub queen
{ my $self = shift;
$self->{'_queen'} = shift if(@_);
return $self->{'_queen'}; } |
sub run
{ my $self = shift;
return 1; } |
sub runnable
{ my ($self,$arg) = @_;
if (!defined($self->{'runnable'})) {
$self->{'runnable'} = [];
}
if (defined($arg)) {
if ($arg->isa("Bio::EnsEMBL::Analysis::Runnable")) {
push(@{$self->{'runnable'}},$arg);
} else {
&throw("[$arg] is not a Bio::EnsEMBL::Analysis::Runnable");
}
}
return $self->{'runnable'}; } |
sub worker
{ my $self = shift;
$self->{'_worker'} = shift if(@_);
return $self->{'_worker'}; } |
sub worker_temp_directory
{ my $self = shift;
return undef unless($self->worker);
return $self->worker->worker_process_temp_directory;
}
} |
sub write_output
{ my $self = shift;
return 1; } |
General documentation
The rest of the documentation details each of the object methods.
Internal methods are usually preceded with a _