def pc_log(conf, top_dt, end_dt, dur, area):
_logger.info("job start ({0} - {1} in {2})".format(top_dt, end_dt, area))
edict, evmap = log2event.get_edict(conf, top_dt, end_dt, dur, area)
_logger.info("{0} events found in given term of log data".format(
len(edict)))
if len(edict) > 2:
threshold = conf.getfloat("dag", "threshold")
ci_func = conf.get("dag", "ci_func")
bin_overlap = conf.getdur("dag", "stat_bin_overlap")
if bin_overlap is None or bin_overlap == "":
bin_overlap = datetime.timedelta(seconds=0)
binarize = pc_input.input_binarize(ci_func)
data = log2event.event2stat(edict, top_dt, end_dt, dur, binarize,
bin_overlap)
skel_method = conf.get("dag", "skeleton_method")
skel_verbose = conf.getboolean("dag", "skeleton_verbose")
pc_depth = conf.getint("dag", "skeleton_depth")
graph = pc_input.pc(data, threshold, ci_func, skel_method, pc_depth,
skel_verbose)
else:
_logger.info("insufficient events({0}), return empty dag".format(\
len(edict)))
graph = pcresult.empty_dag()
output = pcresult.PCOutput(conf)
output.make(graph, evmap, top_dt, end_dt, dur, area)
output.dump()
_logger.info("job done, output {0}".format(output.filename))
return output
def pc_log(conf, top_dt, end_dt, dur, area, dump = True):
_logger.info("job start ({0} - {1} in {2})".format(top_dt, end_dt, area))
edict, evmap = get_edict(conf, top_dt, end_dt, dur, area)
_logger.info("{0} events found in given term of log data".format(
len(edict)))
if dump:
tempfn = thread_name(conf, top_dt, end_dt, dur, area) + ".temp"
with open(tempfn, 'w') as f:
pickle.dump((edict, evmap), f)
if len(edict) > 2:
threshold = conf.getfloat("dag", "threshold")
ci_func = conf.get("dag", "ci_func")
binarize = pc_input.input_binarize(ci_func)
data = log2event.event2stat(edict, top_dt, end_dt, dur, binarize)
graph = pc_input.pc(data, threshold, ci_func)
else:
_logger.info("insufficient events({0}), return empty dag".format(\
len(edict)))
graph = pcresult.empty_dag()
output = pcresult.PCOutput(conf)
output.make(graph, evmap, top_dt, end_dt, dur, area)
if dump:
output.dump()
common.rm(tempfn)
_logger.info("job done, output {0}".format(output.filename))
return output
def pc_log(conf, top_dt, end_dt, dur, area):
_logger.info("job start ({0} - {1} in {2})".format(top_dt, end_dt, area))
edict, evmap = log2event.log2event(conf, top_dt, end_dt, dur, area)
_logger.info("{0} events found in given term of log data".format(
len(edict)))
if len(edict) > 2:
threshold = conf.getfloat("dag", "threshold")
graph = pc_input.pc(edict, threshold)
else:
_logger.info("insufficient events({0}), return empty dag".format(\
len(edict)))
graph = pc_input.empty_dag()
output = pcresult.PCOutput(conf)
output.make(graph, evmap, top_dt, end_dt, dur, area)
output.dump()
_logger.info("job done, output {0}".format(output.filename))
return output
def pc_log(conf, top_dt, end_dt, dur, area):
_logger.info("job start ({0} - {1} in {2})".format(top_dt, end_dt, area))
edict, evmap = log2event.log2event(conf, top_dt, end_dt, dur, area)
_logger.info("{0} events found in given term of log data".format(
len(edict)))
if len(edict) > 2:
threshold = conf.getfloat("dag", "threshold")
graph = pc_input.pc(edict, threshold)
else:
_logger.info("insufficient events({0}), return empty dag".format(\
len(edict)))
graph = pc_input.empty_dag()
output = pcresult.PCOutput(conf)
output.make(graph, evmap, top_dt, end_dt, dur, area)
output.dump()
_logger.info("job done, output {0}".format(output.filename))
return output