def __init__(self, rule, settings, urls=None):
self.job_options = JobOptions(rule, settings)
self.rule = rule
self.settings = settings
rule_params = dict(rule.params.__dict__)
self.disco, self.ddfs = get_disco_handle(rule_params.get('server', settings.get('server')))
rule_params.update(settings)
self.params = Params(**rule_params)
self.urls = urls
try:
# attempt to allow for overriden worker class from settings file or rule
if rule.worker:
worker = rule.worker
else:
worker_mod, dot, worker_class = settings.get('worker').rpartition('.')
mod = __import__(worker_mod, {}, {}, worker_mod)
worker = getattr(mod, worker_class)()
self.job = Job(name=rule.name,
master=self.disco.master,
worker=worker)
except Exception as e:
log.warn("Error instantiating worker: %s %s - loading default worker"
% (settings.get('worker'), e))
self.job = Job(name=rule.name,
master=self.disco.master)
self.full_job_id = None
self.jobinfo = None
self._notify(JOB_START)
def __init__(self, rule, settings, urls=None):
self.job_options = JobOptions(rule, settings)
self.rule = rule
self.settings = settings
rule_params = dict(rule.params.__dict__)
self.disco, self.ddfs = get_disco_handle(rule_params.get("server", settings.get("server")))
rule_params.update(settings)
self.params = Params(**rule_params)
self.urls = urls
try:
# attempt to allow for overriden worker class from settings file or rule
if rule.worker:
worker = rule.worker
else:
worker_mod, dot, worker_class = settings.get("worker").rpartition(".")
mod = __import__(worker_mod, {}, {}, worker_mod)
worker = getattr(mod, worker_class)()
self.job = Job(name=rule.name, master=self.disco.master, worker=worker)
except Exception as e:
log.warn("Error instantiating worker: %s %s - loading default worker" % (settings.get("worker"), e))
self.job = Job(name=rule.name, master=self.disco.master)
self.full_job_id = None
self.jobinfo = None
self._notify(JOB_START)
def _run_concurrent_rules(rule_list, settings, urls_blackboard):
"""Execute a list of rules concurrently, it assumes all the rules are
runable(ie. all output urls of its sub_rule are available)
Output:
job_results. A dictionary of (rule_name : outputurls) pairs
Exceptions:
Exception, if it fails to start a job or one of the jobs dies
"""
def _get_rule_name(disco_job_name):
return disco_job_name.rsplit('@')[0]
# need to save both inferno_jobs and disco_jobs
jobs = []
inferno_jobs = []
for rule in rule_list:
urls = []
for sub_rule in extract_subrules(rule):
urls += urls_blackboard[sub_rule.name]
inferno_job, job = _start_job(rule, settings, urls)
if job:
jobs.append(job)
inferno_jobs.append(inferno_job)
else:
raise Exception('There is not enough blobs to run %s' % rule.name)
job_results = {}
stop = False
server, _ = get_disco_handle(settings.get('server'))
while jobs:
try:
inactive, active = server.results(jobs, 5000)
except CommError:
# to deal with the long time jobs(e.g waiting for shuffling)
continue
for jobname, (status, results) in inactive:
if status == "ready":
job_results[_get_rule_name(jobname)] = results
elif status == "dead":
stop = True
jobs = active
if stop:
break
if stop:
for jobname, _ in jobs:
server.kill(jobname)
raise Exception('One of the concurrent jobs failed.')
return inferno_jobs, job_results
def _run_concurrent_rules(rule_list, settings, urls_blackboard):
"""Execute a list of rules concurrently, it assumes all the rules are
runable(ie. all output urls of its sub_rule are available)
Output:
job_results. A dictionary of (rule_name : outputurls) pairs
Exceptions:
Exception, if it fails to start a job or one of the jobs dies
"""
def _get_rule_name(disco_job_name):
return disco_job_name.rsplit('@')[0]
# need to save both inferno_jobs and disco_jobs
jobs = []
inferno_jobs = []
for rule in rule_list:
urls = []
for sub_rule in extract_subrules(rule):
urls += urls_blackboard[sub_rule.name]
inferno_job, job = _start_job(rule, settings, urls)
if job:
jobs.append(job)
inferno_jobs.append(inferno_job)
else:
raise Exception('There is not enough blobs to run %s' % rule.name)
job_results = {}
stop = False
server, _ = get_disco_handle(settings.get('server'))
while jobs:
try:
inactive, active = server.results(jobs, 5000)
except CommError:
# to deal with the long time jobs(e.g waiting for shuffling)
continue
for jobname, (status, results) in inactive:
if status == "ready":
job_results[_get_rule_name(jobname)] = results
elif status == "dead":
stop = True
jobs = active
if stop:
break
if stop:
for jobname, _ in jobs:
server.kill(jobname)
raise Exception('One of the concurrent jobs failed.')
return inferno_jobs, job_results
def expire_data(days, dryrun, extra_tags):
settings = InfernoSettings()
_, ddfs = get_disco_handle(settings["server"])
tags = extract_tags_from_infernyx()
tags = tags.union(extra_tags)
to_delete = []
date_lower = date.today() + timedelta(days=-days)
try:
all_tags = ddfs.list()
except Exception as e:
print "Can not fetch the tag list from ddfs: %s" % e
return
for tag in all_tags:
try:
prefix, ds = tag.rsplit(':', 1)
tag_date = datetime.strptime(ds, "%Y-%m-%d").date()
except:
continue # ignore the non-standard tag name
if prefix in tags and tag_date < date_lower:
to_delete.append(tag)
to_delete.sort() # delete tags with "incoming" first, then the "processed" ones
if dryrun:
if to_delete:
print "Following tags will be deleted:\n"
print "\n".join(to_delete)
else:
print "Nothing to be done"
else:
for tag in to_delete:
try:
print "Deleting tag: %s" % tag
ddfs.delete(tag)
except Exception as e:
print "Failed to delete tag %s: %s" % (tag, e)
def main(argv=sys.argv):
options, parser = _get_options(argv[1:])
settings = _get_settings(options)
if options['example_rules']:
try:
os.mkdir(options['example_rules'])
here = os.path.dirname(__file__)
src_dir = os.path.join(here, '..', 'example_rules')
src_dir = os.path.abspath(src_dir)
dst_dir = os.path.abspath(options['example_rules'])
for name in os.listdir(src_dir):
if name.endswith('.py'):
src = os.path.join(src_dir, name)
dst = os.path.join(dst_dir, name)
shutil.copy(src, dst)
print '\n\tCreated example rules dir:\n\n\t\t%s' % dst_dir
for name in os.listdir(dst_dir):
print '\t\t\t', name
except Exception as e:
print 'Error creating example rules dir %r' % (e)
finally:
return
_setup_logging(settings)
for path in settings.get('extra_python_paths'):
sys.path.insert(0, path)
if options['process_results']:
settings['no_purge'] = True
rules_dir = options.get('rules_directory')
if not rules_dir:
rules_dir = settings.get('rules_directory')
try:
rule_name = options['process_results'].split('@')[0]
job_name = options['process_results'].split('.')[1]
rule = get_rules_by_name(rule_name, rules_dir, immediate=True)[0]
job = InfernoJob(rule, settings)
status, results = job.disco.results(job_name)
if status == 'ready':
if job.rule.rule_init_function:
job.rule.rule_init_function(job.params)
rule.result_processor(rule.result_iterator(results),
params=job.params,
job_id=job_name)
except Exception as e:
import traceback
trace = traceback.format_exc(15)
log.error(trace)
log.error("Error processing results for job: %s %s" %
(options['process_results'], e))
raise e
elif options['process_map']:
settings['no_purge'] = True
rules_dir = options.get('rules_directory')
if not rules_dir:
rules_dir = settings.get('rules_directory')
try:
rule_name = options['process_map'].split('@')[0]
job_name = options['process_map'].split('.')[1]
rule = get_rules_by_name(rule_name, rules_dir, immediate=True)[0]
rule.map_function = None
rule.source_tags = []
disco, ddfs = get_disco_handle(settings.get('server'))
rule.source_urls = disco.mapresults(job_name)
job = InfernoJob(rule, settings)
if job.start():
job.wait()
except Exception as e:
import traceback
trace = traceback.format_exc(15)
log.error(trace)
log.error("Error processing map results for job: %s %s" %
(options['process_map'], e))
raise e
elif options['immediate_rule']:
# run inferno in 'immediate' mode
settings['no_purge'] = True
setproctitle('inferno - immediate.%s' % options['immediate_rule'])
immed_rule = settings.get('immediate_rule')
rules_dir = settings.get('rules_directory')
rules = get_rules_by_name(immed_rule, rules_dir, immediate=True)
try:
for rule in rules:
execute_rule(rule, settings)
except Exception as e:
import traceback
trace = traceback.format_exc(15)
log.error('Job failed: %s' % e.message)
log.error(trace)
exit(1)
elif options['run_daemon']:
# run inferno in 'daemon' mode
from inferno.lib.daemon import InfernoDaemon
setproctitle('inferno - master')
InfernoDaemon(settings).start()
else:
# Display help when no options specified
parser.print_help()
def main(argv=sys.argv):
options, parser = _get_options(argv[1:])
settings = _get_settings(options)
if options['example_rules']:
try:
os.mkdir(options['example_rules'])
here = os.path.dirname(__file__)
src_dir = os.path.join(here, '..', 'example_rules')
src_dir = os.path.abspath(src_dir)
dst_dir = os.path.abspath(options['example_rules'])
for name in os.listdir(src_dir):
if name.endswith('.py'):
src = os.path.join(src_dir, name)
dst = os.path.join(dst_dir, name)
shutil.copy(src, dst)
print '\n\tCreated example rules dir:\n\n\t\t%s' % dst_dir
for name in os.listdir(dst_dir):
print '\t\t\t', name
except Exception as e:
print 'Error creating example rules dir %r' % (e)
finally:
return
_setup_logging(settings)
for path in settings.get('extra_python_paths'):
sys.path.insert(0, path)
if options['process_results']:
settings['no_purge'] = True
rules_dir = options.get('rules_directory')
if not rules_dir:
rules_dir = settings.get('rules_directory')
try:
rule_name = options['process_results'].split('@')[0]
job_name = options['process_results'].split('.')[1]
rule = get_rules_by_name(rule_name, rules_dir, immediate=True)[0]
job = InfernoJob(rule, settings)
status, results = job.disco.results(job_name)
if status == 'ready':
if job.rule.rule_init_function:
job.rule.rule_init_function(job.params)
rule.result_processor(rule.result_iterator(results), params=job.params, job_id=job_name)
except Exception as e:
import traceback
trace = traceback.format_exc(15)
log.error(trace)
log.error("Error processing results for job: %s %s" % (options['process_results'], e))
raise e
elif options['process_map']:
settings['no_purge'] = True
rules_dir = options.get('rules_directory')
if not rules_dir:
rules_dir = settings.get('rules_directory')
try:
rule_name = options['process_map'].split('@')[0]
job_name = options['process_map'].split('.')[1]
rule = get_rules_by_name(rule_name, rules_dir, immediate=True)[0]
rule.map_function = None
rule.source_tags = []
disco, ddfs = get_disco_handle(settings.get('server'))
rule.source_urls = disco.mapresults(job_name)
job = InfernoJob(rule, settings)
if job.start():
job.wait()
except Exception as e:
import traceback
trace = traceback.format_exc(15)
log.error(trace)
log.error("Error processing map results for job: %s %s" % (options['process_map'], e))
raise e
elif options['immediate_rule']:
# run inferno in 'immediate' mode
settings['no_purge'] = True
setproctitle('inferno - immediate.%s' % options['immediate_rule'])
immed_rule = settings.get('immediate_rule')
rules_dir = settings.get('rules_directory')
rules = get_rules_by_name(immed_rule, rules_dir, immediate=True)
try:
for rule in rules:
execute_rule(rule, settings)
except Exception as e:
import traceback
trace = traceback.format_exc(15)
log.error('Job failed: %s' % e.message)
log.error(trace)
exit(1)
elif options['run_daemon']:
# run inferno in 'daemon' mode
from inferno.lib.daemon import InfernoDaemon
setproctitle('inferno - master')
InfernoDaemon(settings).start()
else:
# Display help when no options specified
parser.print_help()
