Files
pyth0n1c 37ce70685e Updates to results collection and
output file generation.
2022-09-10 10:30:11 -07:00

272 lines
11 KiB
Python

import copy
import csv
import datetime
import json
import os
import queue
import shutil
import sys
import tempfile
import threading
import time
import timeit
from collections import OrderedDict
from typing import Union
import psutil
import summarize_json
import pathlib
import yaml
from modules.test_objects import Detection, ResultsManager
class TestDriver:
def __init__(self, tests:list[Detection], num_containers:int, summarization_reproduce_failure_config:dict):
#Create the queue and enque all of the tests
self.testing_queue = queue.Queue()
for test in tests:
self.testing_queue.put(test)
self.total_number_of_tests = self.testing_queue.qsize()
#Creates a lock that will be used to synchronize access to this object
self.lock = threading.Lock()
self.start_time = timeit.default_timer()
self.results = queue.Queue()
self.container_ready_time = None
#No containers have failed
self.container_failure = False
#Just make a random folder to store attack data that we donwload
self.attack_data_root_folder = tempfile.mkdtemp(prefix="attack_data_", dir=os.getcwd())
print("Attack data for this run will be stored at: [%s]"%(self.attack_data_root_folder))
#Not used right now, but we will keep it around for a bit in case we want to use it again
self.start_barrier = threading.Barrier(num_containers)
#The config that will be used for writing out the error config reproduction fiel
self.summarization_reproduce_failure_config = copy.deepcopy(summarization_reproduce_failure_config)
#According to the docs:
# Warning the first time this function is called with interval = 0.0 or None it will return a meaningless 0.0 value which you are supposed to ignore.
# We call this exactly once here to prime for future calls and throw away the result
cpu_info = psutil.cpu_times_percent(percpu=False)
self.resultsManager = ResultsManager()
def checkContainerFailure(self)->bool:
self.lock.acquire()
try:
result = self.container_failure
finally:
self.lock.release()
return result
def containerFailure(self)->None:
self.lock.acquire()
try:
self.container_failure = True
finally:
self.lock.release()
def checkIfTestsRemain(self):
failure = self.checkContainerFailure()
if failure:
#Just return None, don't continue testing if a container crashed
#Indicate there are no tests remaining
return False
try:
#This call isn't reliable according to documentation, but can save us some time.
#Err on the side of caution
return not self.testing_queue.empty()
except Exception as e:
print("Error determinging if testing queue was empty. Return False and try to get something.",file=sys.stderr)
return True
def getTest(self)-> Union[Detection,None]:
failure = self.checkContainerFailure()
if failure:
#Just return None, don't continue testing if a container crashed
return None
try:
return self.testing_queue.get(block=False)
except Exception as e:
return None
def outputResultsCSV(self, field_names:list[str], output_filename:str, data:list[dict], baseline:OrderedDict)->bool:
success = True
print("Generating %s..."%(output_filename), end='')
self.lock.acquire()
try:
with open(output_filename, 'w') as csvfile:
header_writer = csv.writer(csvfile, quoting=csv.QUOTE_ALL)
for key in baseline:
#Very basic support for pretty pritning dicts. Doesn't handle more than 1 nested dict
if type(baseline[key]) is OrderedDict:
header_writer.writerow([key, "-"])
for nestedkey in baseline[key]:
header_writer.writerow([nestedkey, baseline[key][nestedkey]])
#Basic support for 1 layer nested list. Doesn't handle more than 1.
elif type(baseline[key]) is list and len(baseline[key])>0:
header_writer.writerow([key, baseline[key][0]])
for i in range(1,len(baseline[key])):
header_writer.writerow(['-', baseline[key][i]])
else:
header_writer.writerow([key, baseline[key]])
header_writer.writerow(['',''])
csv_writer = csv.DictWriter(csvfile, fieldnames=field_names)
csv_writer.writeheader()
for row in data:
csv_writer.writerow(row)
print("Done with [%d] detections"%(len(data)))
except Exception as e:
print("Failure writing to CSV file for [%s]:"%(output_filename, str(e)))
success = False
finally:
self.lock.release()
return success
def finish(self, baseline:OrderedDict):
self.cleanup()
success = True
if self.checkContainerFailure():
print("One or more containers crashed or the test was HALTED early, so testing did not complete successfully. We wrote out all the results that we could")
return False
else:
return success
def cleanup(self):
self.lock.acquire()
try:
print("Removing all attack data that was downloaded during this test at: [%s]"%(self.attack_data_root_folder))
shutil.rmtree(self.attack_data_root_folder)
print("Successfully removed all attack data")
finally:
self.lock.release()
def get_system_stats(self)->str:
bytes_per_GB = 1024 * 1024 * 1024
cpu_info = psutil.cpu_times_percent(percpu=False)
memory_info = psutil.virtual_memory()
disk_usage_info = psutil.disk_usage('/')
#macOS is really weird about disk usage.... so to get free space we use TOTAL-FREE = USED instead of just USED
corrected_used_space = disk_usage_info.total - disk_usage_info.free
cpu_info_string = "Total CPU Usage : %d%% (%d CPUs)"%(100 - cpu_info.idle, psutil.cpu_count(logical=False))
memory_info_string = "Total Memory Usage: %0.1fGB USED / %0.1fGB TOTAL"%((memory_info.total - memory_info.available) / bytes_per_GB, memory_info.total / bytes_per_GB)
disk_usage_info_string = "Total Disk Usage : %0.1fGB USED / %0.1fGB TOTAL"%(corrected_used_space / bytes_per_GB, disk_usage_info.total / bytes_per_GB)
return "System Information:\n\t%s\n\t%s\n\t%s"%(cpu_info_string, memory_info_string, disk_usage_info_string)
def summarize(self,testing_currently_active:bool=False)->bool:
self.lock.acquire()
try:
#Get a summary of some system stats
system_stats=self.get_system_stats()
current_time = timeit.default_timer()
if not testing_currently_active:
#Testing has not started yet. We are setting up containers
print("***********PROGRESS UPDATE***********\n"\
"\tWaiting for container setup: %s\n\t%s\n"%(datetime.timedelta(seconds=current_time - self.start_time),system_stats))
else:
if self.container_ready_time is None:
#This is the first status update since container setup has completed. Get the current time.
#This makes our remaining time estimates better since that estimate should not involve
#the container setup time
print("SETTING THE CONTAINER READY TIME!")
self.container_ready_time = current_time
numberOfCompletedTests = self.resultsManager.result_count
remaining_tests = self.testing_queue.qsize()
testsCurrentlyRunning = self.total_number_of_tests - remaining_tests - numberOfCompletedTests
total_execution_time_seconds = round(current_time - self.start_time)
test_execution_time_seconds = current_time - self.container_ready_time
if numberOfCompletedTests == 0 or test_execution_time_seconds == 0:
estimated_seconds_to_finish_all_tests = "UNKNOWN"
estimated_completion_time_string = "UNKNOWN"
average_time_per_test_string = "UNKNOWN"
else:
average_time_per_test = test_execution_time_seconds / numberOfCompletedTests
average_time_per_test_string = datetime.timedelta(seconds=round(test_execution_time_seconds/numberOfCompletedTests))
#divide testsCurrentlyRunning by 2.0 because, on average, each running test will be 50% completed
estimated_seconds_to_finish_all_tests = round(average_time_per_test * (remaining_tests + testsCurrentlyRunning/2.0))
estimated_completion_time_string = datetime.timedelta(seconds=estimated_seconds_to_finish_all_tests)
print(f"***********PROGRESS UPDATE***********\n"\
f"\tElapsed Time : {datetime.timedelta(seconds=total_execution_time_seconds)}\n"\
f"\tTest Execution Time : {datetime.timedelta(seconds=round(test_execution_time_seconds))}\n"\
f"\tEstimated Remaining Time : {estimated_completion_time_string}\n"\
f"\tTests to run : {remaining_tests}\n"\
f"\tAverage Time Per Test : {average_time_per_test_string}\n",
f"\tTests currently running : {testsCurrentlyRunning}\n"\
f"\tTests completed : {numberOfCompletedTests}\n"\
f"\t\tSuccess : {self.resultsManager.pass_count}\n"\
f"\t\tFailure : {self.resultsManager.fail_count}\n"\
f"\t{system_stats}\n")
except Exception as e:
print("Error in printing execution summary: [%s]"%(str(e)))
finally:
self.lock.release()
#Return true while there are tests remaining
completed_tests = self.resultsManager.result_count
remaining_tests = self.total_number_of_tests - completed_tests
return remaining_tests > 0
def addResult(self, detection:Detection):
self.resultsManager.addCompletedDetection(detection)