def appLoadMP(pathToLoad, dbfilenameFullPath, maxCores, governorOffFlag):
global _tasksPerJob
files_to_process = []
conn = None
# Start timer
t0 = datetime.now()
logger.debug("Starting appLoadMP")
# Calculate aggreagate file_filter for all ingest types supported:
file_filter = '|'.join([v.getFileNameFilter() for k,v in ingest_plugins.iteritems()])
# Add zip extension
file_filter += "|.*\.zip"
# Check if we're loading Redline data
if os.path.isdir(pathToLoad) and os.path.basename(pathToLoad).lower() == 'RedlineAudits'.lower():
files_to_process = searchRedLineAudits(pathToLoad)
else:
# Search for all files to be processed
if os.path.isdir(pathToLoad):
files_to_process = searchFolders(pathToLoad, file_filter)
else:
files_to_process = processArchives(pathToLoad, file_filter)
if files_to_process:
# Init DB if required
DB = appDB.DBClass(dbfilenameFullPath, True, settings.__version__)
conn = DB.appConnectDB()
# Extract hostnames, grab existing host IDs from DB and calculate instance ID for new IDs to be ingested:
instancesToProcess = []
instancesToProcess += GetIDForHosts(files_to_process, DB)
countInstancesToProcess = len(instancesToProcess)
logger.info("Found %d new instances" % (countInstancesToProcess))
# Setup producers/consumers initial counts
num_consumers = 1
num_producers = 1
# Setup MPEngine
mpe = MPEngineProdCons(maxCores, appLoadProd, appLoadCons, governorOffFlag)
# Reduce _tasksPerJob for small jobs
if countInstancesToProcess < _tasksPerJob: _tasksPerJob = 1
# Create task list
task_list = []
instancesPerJob = _tasksPerJob
num_tasks = 0
for chunk in chunks(instancesToProcess, instancesPerJob):
# todo: We no longer need pathToLoad as tasks include the fullpath now
task_list.append(Task(pathToLoad, chunk))
num_tasks += 1
if num_tasks > 0:
# Check if we have to drop indexes to speedup insertions
# todo: Research ratio of existing hosts to new hosts were this makes sense
if countInstancesToProcess > 1000 or DB.CountHosts() < 1000:
DB.appDropIndexesDB()
# Queue tasks for Producers
mpe.addTaskList(task_list)
# Start procs
mpe.startProducers(num_producers)
mpe.startConsumers(num_consumers, [dbfilenameFullPath])
# mpe.addProducer()
# Control loop
while mpe.working():
time.sleep(1.0)
(num_producers,num_consumers,num_tasks,progress_producers,progress_consumers) = mpe.getProgress()
elapsed_time = datetime.now() - t0
mean_loadtime_per_host = (elapsed_time) / max(1, _tasksPerJob * progress_consumers)
pending_hosts = ((num_tasks * _tasksPerJob) - (_tasksPerJob * progress_consumers))
etr = (mean_loadtime_per_host * pending_hosts)
eta = t0 + elapsed_time + etr
ett = (eta - t0)
if settings.logger_getDebugMode(): status_extra_data = " Prod: %s Cons: %s (%d -> %d -> %d: %d) [RAM: %d%% / Obj: %d / ETH: %s / ETA: %s / ETT: %s]" % \
(num_producers, num_consumers, num_tasks, progress_producers, progress_consumers, progress_producers - progress_consumers,
psutil_phymem_usage(), len(gc.get_objects()),
mean_loadtime_per_host if progress_consumers * _tasksPerJob > 100 else "N/A",
str(eta.time()).split(".")[0] if progress_consumers * _tasksPerJob > 100 else "N/A",
str(ett).split(".")[0] if progress_consumers * _tasksPerJob > 100 else "N/A")
else: status_extra_data = ""
# logger.info("Parsing files%s" % status_extra_data)
logger.info(update_progress(min(1,float(progress_consumers) / float(num_tasks)), "Parsing files%s" % status_extra_data, True))
mpe.rebalance()
del mpe
# Stop timer
elapsed_time = datetime.now() - t0
mean_loadtime_per_host = (elapsed_time) / max(1, countInstancesToProcess)
logger.info("Load speed: %s seconds / file" % (mean_loadtime_per_host))
logger.info("Load time: %s" % (str(elapsed_time).split(".")[0]))
else:
logger.info("Found no files to process!")
def GetIDForHosts(fileFullPathList, DB):
# Returns: (filePath, instanceID, hostname, hostID, ingest_type)
hostsTest = {}
hostsProcess = []
progress_total = 0
progress_current = 0
# Determine plugin_type and hostname
for file_name_fullpath in fileFullPathList:
hostName = None
ingest_type = None
loop_counter = 0
while True:
if loop_counter > len(ingest_plugins_types_stack):
# We ignore empty file from hosts with no appcompat data
# todo: Omit suppression on verbose mode
tmp_file_size = file_size(file_name_fullpath)
if tmp_file_size > 500:
logger.warning("No ingest plugin could process: %s (skipping file) [size: %d]" %
(ntpath.basename(file_name_fullpath), tmp_file_size))
break
ingest_type = ingest_plugins_types_stack[0]
if ingest_plugins[ingest_type].matchFileNameFilter(file_name_fullpath):
# Check magic:
try:
magic_check = ingest_plugins[ingest_type].checkMagic(file_name_fullpath)
if isinstance(magic_check, tuple):
logger.error("Report bug")
else: magic_check_res = magic_check
if magic_check_res:
# Magic OK, go with this plugin
hostName = ingest_plugins[ingest_type].getHostName(file_name_fullpath)
break
except Exception as e:
logger.exception("Error processing: %s (%s)" % (file_name_fullpath, str(e)))
# Emulate stack with list to minimize internal looping (place last used plugin at the top)
ingest_plugins_types_stack.remove(ingest_type)
ingest_plugins_types_stack.insert(len(ingest_plugins_types_stack), ingest_type)
loop_counter += 1
if hostName is not None:
if hostName in hostsTest:
hostsTest[hostName].append((file_name_fullpath, ingest_plugins[ingest_type]))
else:
hostsTest[hostName] = []
hostsTest[hostName].append((file_name_fullpath, ingest_plugins[ingest_type]))
progress_total = len(hostsTest.keys())
# Iterate over hosts. If host exists in DB grab rowID else create and grab rowID.
conn = DB.appGetConn()
with closing(conn.cursor()) as c:
for hostName in hostsTest.keys():
assert(hostName)
logger.debug("Processing host: %s" % hostName)
# Check if Host exists
c.execute("SELECT count(*) FROM Hosts WHERE HostName = '%s'" % hostName)
data = c.fetchone()[0]
if (data != 0):
# Host already has at least one instance in the DB
c.execute("SELECT HostID, Instances FROM Hosts WHERE HostName = '%s'" % hostName)
data = c.fetchone()
tmpHostID = data[0]
tmpInstances = eval(data[1])
for (file_fullpath, ingest_plugin) in hostsTest[hostName]:
logger.debug("Grabbing instanceID from file: %s" % file_fullpath)
try:
instance_ID = CalculateInstanceID(file_fullpath, ingest_plugin)
except Exception:
logger.error("Error parsing: %s (skipping)" % file_fullpath)
traceback.print_exc(file=sys.stdout)
else:
if str(instance_ID) not in tmpInstances:
tmpInstances.append(str(instance_ID))
hostsProcess.append((file_fullpath, instance_ID, hostName, tmpHostID, ingest_plugin))
else:
logger.debug("Duplicate host and instance found: %s" %hostName)
continue
# Save updated Instances list
c.execute("UPDATE Hosts SET Instances = %s, InstancesCounter = %d WHERE HostName = '%s'" % ('"' + str(repr(tmpInstances)) + '"', len(tmpInstances), hostName))
else:
# Host does not exist. Add instance and grab the host ID.
tmpInstances = []
newInstances = []
for (file_fullpath, ingest_plugin) in hostsTest[hostName]:
try:
instance_ID = CalculateInstanceID(file_fullpath, ingest_plugin)
except Exception:
logger.error("Error parsing: %s (skipping)" % file_fullpath)
traceback.print_exc(file=sys.stdout)
else:
if str(instance_ID) not in tmpInstances:
tmpInstances.append(str(instance_ID))
newInstances.append((file_fullpath, instance_ID, ingest_plugin))
c.execute("INSERT INTO Hosts VALUES (NULL,%s,%s,%d,%d,%d)" % ('"' + hostName + '"', '"' + str(repr(tmpInstances)) + '"', len(tmpInstances), 0, 0))
tmpHostID = c.lastrowid
for (file_fullpath, instance_ID, ingest_plugin) in newInstances:
# todo: Do we want/need each row to track from what instance it came?
hostsProcess.append((file_fullpath, instance_ID, hostName, tmpHostID, ingest_plugin))
# Update progress
progress_current += 1
if settings.logger_getDebugMode():
status_extra_data = " [RAM: %d%%]" % psutil_phymem_usage()
else: status_extra_data = ""
# logger.debug("Pre-process new hosts/instances%s" % status_extra_data)
logger.info(update_progress(min(1, float(progress_current) / float(progress_total)), "Calculate ID's for new hosts/instances%s" % status_extra_data, True))
conn.commit()
# Return hosts to be processed
return hostsProcess