Merge pull request #548 from guardicore/547/island-report-response-time
Calculate response time for testing
This commit is contained in:
commit
dfa9d99ae9
|
@ -0,0 +1,8 @@
|
|||
from abc import ABCMeta, abstractmethod
|
||||
|
||||
|
||||
class Analyzer(object, metaclass=ABCMeta):
|
||||
|
||||
@abstractmethod
|
||||
def analyze_test_results(self):
|
||||
raise NotImplementedError()
|
|
@ -1,7 +1,8 @@
|
|||
from envs.monkey_zoo.blackbox.analyzers.analyzer import Analyzer
|
||||
from envs.monkey_zoo.blackbox.analyzers.analyzer_log import AnalyzerLog
|
||||
|
||||
|
||||
class CommunicationAnalyzer(object):
|
||||
class CommunicationAnalyzer(Analyzer):
|
||||
|
||||
def __init__(self, island_client, machine_ips):
|
||||
self.island_client = island_client
|
||||
|
|
|
@ -0,0 +1,59 @@
|
|||
import logging
|
||||
from datetime import timedelta
|
||||
|
||||
from envs.monkey_zoo.blackbox.analyzers.analyzer import Analyzer
|
||||
from envs.monkey_zoo.blackbox.island_client.monkey_island_client import MonkeyIslandClient
|
||||
|
||||
MAX_ALLOWED_SINGLE_PAGE_TIME = timedelta(seconds=2)
|
||||
MAX_ALLOWED_TOTAL_TIME = timedelta(seconds=5)
|
||||
|
||||
REPORT_URLS = [
|
||||
"api/report/security",
|
||||
"api/attack/report",
|
||||
"api/report/zero_trust/findings",
|
||||
"api/report/zero_trust/principles",
|
||||
"api/report/zero_trust/pillars"
|
||||
]
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class PerformanceAnalyzer(Analyzer):
|
||||
|
||||
def __init__(self, island_client: MonkeyIslandClient, break_if_took_too_long=False):
|
||||
self.break_if_took_too_long = break_if_took_too_long
|
||||
self.island_client = island_client
|
||||
|
||||
def analyze_test_results(self) -> bool:
|
||||
if not self.island_client.is_all_monkeys_dead():
|
||||
raise RuntimeError("Can't test report times since not all Monkeys have died.")
|
||||
|
||||
# Collect timings for all pages
|
||||
self.island_client.clear_caches()
|
||||
report_resource_to_response_time = {}
|
||||
for url in REPORT_URLS:
|
||||
report_resource_to_response_time[url] = self.island_client.get_elapsed_for_get_request(url)
|
||||
|
||||
# Calculate total time and check each page
|
||||
single_page_time_less_then_max = True
|
||||
total_time = timedelta()
|
||||
for page, elapsed in report_resource_to_response_time.items():
|
||||
logger.info(f"page {page} took {str(elapsed)}")
|
||||
total_time += elapsed
|
||||
if elapsed > MAX_ALLOWED_SINGLE_PAGE_TIME:
|
||||
single_page_time_less_then_max = False
|
||||
|
||||
total_time_less_then_max = total_time < MAX_ALLOWED_TOTAL_TIME
|
||||
|
||||
logger.info(f"total time is {str(total_time)}")
|
||||
|
||||
performance_is_good_enough = total_time_less_then_max and single_page_time_less_then_max
|
||||
|
||||
if self.break_if_took_too_long and not performance_is_good_enough:
|
||||
logger.warning(
|
||||
"Calling breakpoint - pausing to enable investigation of island. Type 'c' to continue once you're done "
|
||||
"investigating. Type 'p timings' and 'p total_time' to see performance information."
|
||||
)
|
||||
breakpoint()
|
||||
|
||||
return performance_is_good_enough
|
|
@ -1,3 +1,4 @@
|
|||
from datetime import timedelta
|
||||
from time import sleep
|
||||
import json
|
||||
|
||||
|
@ -85,3 +86,23 @@ class MonkeyIslandClient(object):
|
|||
def is_all_monkeys_dead(self):
|
||||
query = {'dead': False}
|
||||
return len(self.find_monkeys_in_db(query)) == 0
|
||||
|
||||
def clear_caches(self):
|
||||
"""
|
||||
Tries to clear caches.
|
||||
:raises: If error (by error code), raises the error
|
||||
:return: The response
|
||||
"""
|
||||
response = self.requests.get("api/test/clear_caches")
|
||||
response.raise_for_status()
|
||||
return response
|
||||
|
||||
def get_elapsed_for_get_request(self, url):
|
||||
response = self.requests.get(url)
|
||||
if response.ok:
|
||||
LOGGER.debug(f"Got ok for {url} content peek:\n{response.content[:120].strip()}")
|
||||
return response.elapsed
|
||||
else:
|
||||
LOGGER.error(f"Trying to get {url} but got unexpected {str(response)}")
|
||||
# instead of raising for status, mark failed responses as maxtime
|
||||
return timedelta.max()
|
||||
|
|
|
@ -61,6 +61,14 @@ class MonkeyIslandRequests(object):
|
|||
headers=self.get_jwt_header(),
|
||||
verify=False)
|
||||
|
||||
@_Decorators.refresh_jwt_token
|
||||
def delete(self, url):
|
||||
return requests.delete( # noqa: DOU123
|
||||
self.addr + url,
|
||||
headers=self.get_jwt_header(),
|
||||
verify=False
|
||||
)
|
||||
|
||||
@_Decorators.refresh_jwt_token
|
||||
def get_jwt_header(self):
|
||||
return {"Authorization": "JWT " + self.token}
|
||||
|
|
|
@ -0,0 +1,186 @@
|
|||
{
|
||||
"basic": {
|
||||
"credentials": {
|
||||
"exploit_password_list": [
|
||||
"Password1!",
|
||||
"12345678",
|
||||
"^NgDvY59~8"
|
||||
],
|
||||
"exploit_user_list": [
|
||||
"Administrator",
|
||||
"m0nk3y",
|
||||
"user"
|
||||
]
|
||||
},
|
||||
"general": {
|
||||
"should_exploit": true
|
||||
}
|
||||
},
|
||||
"basic_network": {
|
||||
"general": {
|
||||
"blocked_ips": [],
|
||||
"depth": 2,
|
||||
"local_network_scan": false,
|
||||
"subnet_scan_list": [
|
||||
"10.2.2.2",
|
||||
"10.2.2.4"
|
||||
]
|
||||
},
|
||||
"network_analysis": {
|
||||
"inaccessible_subnets": []
|
||||
}
|
||||
},
|
||||
"cnc": {
|
||||
"servers": {
|
||||
"command_servers": [
|
||||
"10.2.2.251:5000"
|
||||
],
|
||||
"current_server": "10.2.2.251:5000",
|
||||
"internet_services": [
|
||||
"monkey.guardicore.com",
|
||||
"www.google.com"
|
||||
]
|
||||
}
|
||||
},
|
||||
"exploits": {
|
||||
"general": {
|
||||
"exploiter_classes": [
|
||||
"SSHExploiter",
|
||||
"MSSQLExploiter",
|
||||
"ElasticGroovyExploiter",
|
||||
"HadoopExploiter"
|
||||
],
|
||||
"skip_exploit_if_file_exist": false
|
||||
},
|
||||
"ms08_067": {
|
||||
"ms08_067_exploit_attempts": 5,
|
||||
"remote_user_pass": "Password1!",
|
||||
"user_to_add": "Monkey_IUSER_SUPPORT"
|
||||
},
|
||||
"rdp_grinder": {
|
||||
"rdp_use_vbs_download": true
|
||||
},
|
||||
"sambacry": {
|
||||
"sambacry_folder_paths_to_guess": [
|
||||
"/",
|
||||
"/mnt",
|
||||
"/tmp",
|
||||
"/storage",
|
||||
"/export",
|
||||
"/share",
|
||||
"/shares",
|
||||
"/home"
|
||||
],
|
||||
"sambacry_shares_not_to_check": [
|
||||
"IPC$",
|
||||
"print$"
|
||||
],
|
||||
"sambacry_trigger_timeout": 5
|
||||
},
|
||||
"smb_service": {
|
||||
"smb_download_timeout": 300,
|
||||
"smb_service_name": "InfectionMonkey"
|
||||
}
|
||||
},
|
||||
"internal": {
|
||||
"classes": {
|
||||
"finger_classes": [
|
||||
"SMBFinger",
|
||||
"SSHFinger",
|
||||
"PingScanner",
|
||||
"HTTPFinger",
|
||||
"MySQLFinger",
|
||||
"MSSQLFinger",
|
||||
"ElasticFinger"
|
||||
]
|
||||
},
|
||||
"dropper": {
|
||||
"dropper_date_reference_path_linux": "/bin/sh",
|
||||
"dropper_date_reference_path_windows": "%windir%\\system32\\kernel32.dll",
|
||||
"dropper_set_date": true,
|
||||
"dropper_target_path_linux": "/tmp/monkey",
|
||||
"dropper_target_path_win_32": "C:\\Windows\\temp\\monkey32.exe",
|
||||
"dropper_target_path_win_64": "C:\\Windows\\temp\\monkey64.exe",
|
||||
"dropper_try_move_first": true
|
||||
},
|
||||
"exploits": {
|
||||
"exploit_lm_hash_list": [],
|
||||
"exploit_ntlm_hash_list": [],
|
||||
"exploit_ssh_keys": []
|
||||
},
|
||||
"general": {
|
||||
"keep_tunnel_open_time": 1,
|
||||
"monkey_dir_name": "monkey_dir",
|
||||
"singleton_mutex_name": "{2384ec59-0df8-4ab9-918c-843740924a28}"
|
||||
},
|
||||
"kill_file": {
|
||||
"kill_file_path_linux": "/var/run/monkey.not",
|
||||
"kill_file_path_windows": "%windir%\\monkey.not"
|
||||
},
|
||||
"logging": {
|
||||
"dropper_log_path_linux": "/tmp/user-1562",
|
||||
"dropper_log_path_windows": "%temp%\\~df1562.tmp",
|
||||
"monkey_log_path_linux": "/tmp/user-1563",
|
||||
"monkey_log_path_windows": "%temp%\\~df1563.tmp",
|
||||
"send_log_to_server": true
|
||||
}
|
||||
},
|
||||
"monkey": {
|
||||
"behaviour": {
|
||||
"PBA_linux_filename": "",
|
||||
"PBA_windows_filename": "",
|
||||
"custom_PBA_linux_cmd": "",
|
||||
"custom_PBA_windows_cmd": "",
|
||||
"self_delete_in_cleanup": true,
|
||||
"serialize_config": false,
|
||||
"use_file_logging": true
|
||||
},
|
||||
"general": {
|
||||
"alive": true,
|
||||
"post_breach_actions": []
|
||||
},
|
||||
"life_cycle": {
|
||||
"max_iterations": 1,
|
||||
"retry_failed_explotation": true,
|
||||
"timeout_between_iterations": 100,
|
||||
"victims_max_exploit": 7,
|
||||
"victims_max_find": 30
|
||||
},
|
||||
"system_info": {
|
||||
"collect_system_info": true,
|
||||
"extract_azure_creds": false,
|
||||
"should_use_mimikatz": true
|
||||
}
|
||||
},
|
||||
"network": {
|
||||
"ping_scanner": {
|
||||
"ping_scan_timeout": 500
|
||||
},
|
||||
"tcp_scanner": {
|
||||
"HTTP_PORTS": [
|
||||
80,
|
||||
8080,
|
||||
443,
|
||||
8008,
|
||||
7001
|
||||
],
|
||||
"tcp_scan_get_banner": true,
|
||||
"tcp_scan_interval": 0,
|
||||
"tcp_scan_timeout": 1000,
|
||||
"tcp_target_ports": [
|
||||
22,
|
||||
2222,
|
||||
445,
|
||||
135,
|
||||
3389,
|
||||
80,
|
||||
8080,
|
||||
443,
|
||||
8008,
|
||||
3306,
|
||||
9200,
|
||||
7001
|
||||
]
|
||||
}
|
||||
}
|
||||
}
|
|
@ -1,17 +1,8 @@
|
|||
{
|
||||
"basic": {
|
||||
"credentials": {
|
||||
"exploit_password_list": [
|
||||
"Password1!",
|
||||
"1234",
|
||||
"password",
|
||||
"12345678"
|
||||
],
|
||||
"exploit_user_list": [
|
||||
"Administrator",
|
||||
"root",
|
||||
"user"
|
||||
]
|
||||
"exploit_password_list": [],
|
||||
"exploit_user_list": []
|
||||
},
|
||||
"general": {
|
||||
"should_exploit": true
|
||||
|
@ -46,18 +37,9 @@
|
|||
"exploits": {
|
||||
"general": {
|
||||
"exploiter_classes": [
|
||||
"SmbExploiter",
|
||||
"WmiExploiter",
|
||||
"SSHExploiter",
|
||||
"ShellShockExploiter",
|
||||
"SambaCryExploiter",
|
||||
"ElasticGroovyExploiter",
|
||||
"Struts2Exploiter",
|
||||
"WebLogicExploiter",
|
||||
"HadoopExploiter",
|
||||
"VSFTPDExploiter"
|
||||
],
|
||||
"skip_exploit_if_file_exist": false
|
||||
"Struts2Exploiter"
|
||||
],
|
||||
"skip_exploit_if_file_exist": true
|
||||
},
|
||||
"ms08_067": {
|
||||
"ms08_067_exploit_attempts": 5,
|
||||
|
@ -149,19 +131,19 @@
|
|||
"life_cycle": {
|
||||
"max_iterations": 1,
|
||||
"retry_failed_explotation": true,
|
||||
"timeout_between_iterations": 100,
|
||||
"timeout_between_iterations": 30,
|
||||
"victims_max_exploit": 7,
|
||||
"victims_max_find": 30
|
||||
},
|
||||
"system_info": {
|
||||
"collect_system_info": true,
|
||||
"extract_azure_creds": true,
|
||||
"should_use_mimikatz": true
|
||||
"collect_system_info": false,
|
||||
"extract_azure_creds": false,
|
||||
"should_use_mimikatz": false
|
||||
}
|
||||
},
|
||||
"network": {
|
||||
"ping_scanner": {
|
||||
"ping_scan_timeout": 1000
|
||||
"ping_scan_timeout": 100
|
||||
},
|
||||
"tcp_scanner": {
|
||||
"HTTP_PORTS": [
|
||||
|
@ -173,7 +155,7 @@
|
|||
],
|
||||
"tcp_scan_get_banner": true,
|
||||
"tcp_scan_interval": 0,
|
||||
"tcp_scan_timeout": 3000,
|
||||
"tcp_scan_timeout": 300,
|
||||
"tcp_target_ports": [
|
||||
22,
|
||||
2222,
|
||||
|
|
|
@ -4,6 +4,7 @@ import logging
|
|||
import pytest
|
||||
from time import sleep
|
||||
|
||||
from envs.monkey_zoo.blackbox.analyzers.performance_analyzer import PerformanceAnalyzer
|
||||
from envs.monkey_zoo.blackbox.island_client.monkey_island_client import MonkeyIslandClient
|
||||
from envs.monkey_zoo.blackbox.analyzers.communication_analyzer import CommunicationAnalyzer
|
||||
from envs.monkey_zoo.blackbox.island_client.island_config_parser import IslandConfigParser
|
||||
|
@ -58,12 +59,30 @@ class TestMonkeyBlackbox(object):
|
|||
config_parser = IslandConfigParser(conf_filename)
|
||||
analyzer = CommunicationAnalyzer(island_client, config_parser.get_ips_of_targets())
|
||||
log_handler = TestLogsHandler(test_name, island_client, TestMonkeyBlackbox.get_log_dir_path())
|
||||
BasicTest(test_name,
|
||||
island_client,
|
||||
config_parser,
|
||||
[analyzer],
|
||||
timeout_in_seconds,
|
||||
log_handler).run()
|
||||
BasicTest(
|
||||
name=test_name,
|
||||
island_client=island_client,
|
||||
config_parser=config_parser,
|
||||
analyzers=[analyzer],
|
||||
timeout=timeout_in_seconds,
|
||||
post_exec_analyzers=[],
|
||||
log_handler=log_handler).run()
|
||||
|
||||
@staticmethod
|
||||
def run_performance_test(island_client, conf_filename, test_name, timeout_in_seconds):
|
||||
config_parser = IslandConfigParser(conf_filename)
|
||||
log_handler = TestLogsHandler(test_name, island_client, TestMonkeyBlackbox.get_log_dir_path())
|
||||
BasicTest(
|
||||
name=test_name,
|
||||
island_client=island_client,
|
||||
config_parser=config_parser,
|
||||
analyzers=[CommunicationAnalyzer(island_client, config_parser.get_ips_of_targets())],
|
||||
timeout=timeout_in_seconds,
|
||||
post_exec_analyzers=[PerformanceAnalyzer(
|
||||
island_client,
|
||||
break_if_took_too_long=False
|
||||
)],
|
||||
log_handler=log_handler).run()
|
||||
|
||||
@staticmethod
|
||||
def get_log_dir_path():
|
||||
|
@ -108,3 +127,17 @@ class TestMonkeyBlackbox(object):
|
|||
|
||||
def test_wmi_pth(self, island_client):
|
||||
TestMonkeyBlackbox.run_basic_test(island_client, "WMI_PTH.conf", "WMI_PTH")
|
||||
|
||||
def test_performance(self, island_client):
|
||||
"""
|
||||
This test includes the SSH + Elastic + Hadoop + MSSQL machines all in one test
|
||||
for a total of 8 machines including the Monkey Island.
|
||||
|
||||
Is has 2 analyzers - the regular one which checks all the Monkeys
|
||||
and the Timing one which checks how long the report took to execute
|
||||
"""
|
||||
TestMonkeyBlackbox.run_performance_test(
|
||||
island_client,
|
||||
"PERFORMANCE.conf",
|
||||
"test_report_performance",
|
||||
timeout_in_seconds=10*60)
|
||||
|
|
|
@ -1,4 +1,3 @@
|
|||
import json
|
||||
from time import sleep
|
||||
|
||||
import logging
|
||||
|
@ -14,11 +13,12 @@ LOGGER = logging.getLogger(__name__)
|
|||
|
||||
class BasicTest(object):
|
||||
|
||||
def __init__(self, name, island_client, config_parser, analyzers, timeout, log_handler):
|
||||
def __init__(self, name, island_client, config_parser, analyzers, timeout, post_exec_analyzers, log_handler):
|
||||
self.name = name
|
||||
self.island_client = island_client
|
||||
self.config_parser = config_parser
|
||||
self.analyzers = analyzers
|
||||
self.post_exec_analyzers = post_exec_analyzers
|
||||
self.timeout = timeout
|
||||
self.log_handler = log_handler
|
||||
|
||||
|
@ -32,13 +32,13 @@ class BasicTest(object):
|
|||
self.island_client.kill_all_monkeys()
|
||||
self.wait_until_monkeys_die()
|
||||
self.wait_for_monkey_process_to_finish()
|
||||
self.test_post_exec_analyzers()
|
||||
self.parse_logs()
|
||||
self.island_client.reset_env()
|
||||
|
||||
def print_test_starting_info(self):
|
||||
LOGGER.info("Started {} test".format(self.name))
|
||||
LOGGER.info("Machines participating in test:")
|
||||
LOGGER.info(" ".join(self.config_parser.get_ips_of_targets()))
|
||||
LOGGER.info("Machines participating in test: " + ", ".join(self.config_parser.get_ips_of_targets()))
|
||||
print("")
|
||||
|
||||
def test_until_timeout(self):
|
||||
|
@ -62,10 +62,8 @@ class BasicTest(object):
|
|||
timer.get_time_taken()))
|
||||
|
||||
def all_analyzers_pass(self):
|
||||
for analyzer in self.analyzers:
|
||||
if not analyzer.analyze_test_results():
|
||||
return False
|
||||
return True
|
||||
analyzers_results = [analyzer.analyze_test_results() for analyzer in self.analyzers]
|
||||
return all(analyzers_results)
|
||||
|
||||
def get_analyzer_logs(self):
|
||||
log = ""
|
||||
|
@ -94,4 +92,9 @@ class BasicTest(object):
|
|||
If we try to launch monkey during that time window monkey will fail to start, that's
|
||||
why test needs to wait a bit even after all monkeys are dead.
|
||||
"""
|
||||
LOGGER.debug("Waiting for Monkey process to close...")
|
||||
sleep(TIME_FOR_MONKEY_PROCESS_TO_FINISH)
|
||||
|
||||
def test_post_exec_analyzers(self):
|
||||
post_exec_analyzers_results = [analyzer.analyze_test_results() for analyzer in self.post_exec_analyzers]
|
||||
assert all(post_exec_analyzers_results)
|
||||
|
|
|
@ -25,6 +25,7 @@ from monkey_island.cc.resources.root import Root
|
|||
from monkey_island.cc.resources.telemetry import Telemetry
|
||||
from monkey_island.cc.resources.telemetry_feed import TelemetryFeed
|
||||
from monkey_island.cc.resources.pba_file_download import PBAFileDownload
|
||||
from monkey_island.cc.resources.test.clear_caches import ClearCaches
|
||||
from monkey_island.cc.resources.version_update import VersionUpdate
|
||||
from monkey_island.cc.resources.pba_file_upload import FileUpload
|
||||
from monkey_island.cc.resources.attack.attack_config import AttackConfiguration
|
||||
|
@ -116,6 +117,7 @@ def init_api_resources(api):
|
|||
api.add_resource(VersionUpdate, '/api/version-update', '/api/version-update/')
|
||||
|
||||
api.add_resource(MonkeyTest, '/api/test/monkey')
|
||||
api.add_resource(ClearCaches, '/api/test/clear_caches')
|
||||
api.add_resource(LogTest, '/api/test/log')
|
||||
|
||||
|
||||
|
|
|
@ -1,4 +1,4 @@
|
|||
"""
|
||||
This package contains resources used by blackbox tests
|
||||
to analize test results, download logs and so on.
|
||||
to analyze test results, download logs and so on.
|
||||
"""
|
||||
|
|
|
@ -0,0 +1,35 @@
|
|||
import logging
|
||||
|
||||
import flask_restful
|
||||
|
||||
from monkey_island.cc.auth import jwt_required
|
||||
from monkey_island.cc.services.attack.attack_report import AttackReportService
|
||||
from monkey_island.cc.services.reporting.report import ReportService
|
||||
|
||||
NOT_ALL_REPORTS_DELETED = "Not all reports have been cleared from the DB!"
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class ClearCaches(flask_restful.Resource):
|
||||
"""
|
||||
Used for timing tests - we want to get actual execution time of functions in BlackBox without caching - so we use this
|
||||
to clear the caches.
|
||||
:note: DO NOT CALL THIS IN PRODUCTION CODE as this will slow down the user experience.
|
||||
"""
|
||||
@jwt_required()
|
||||
def get(self, **kw):
|
||||
try:
|
||||
logger.warning("Trying to clear caches! Make sure this is not production")
|
||||
ReportService.delete_saved_report_if_exists()
|
||||
AttackReportService.delete_saved_report_if_exists()
|
||||
# TODO: Monkey.clear_caches(), clear LRU caches of function in the Monkey object
|
||||
except RuntimeError as e:
|
||||
logger.exception(e)
|
||||
flask_restful.abort(500, error_info=str(e))
|
||||
|
||||
if ReportService.is_report_generated() or AttackReportService.is_report_generated():
|
||||
logger.error(NOT_ALL_REPORTS_DELETED)
|
||||
flask_restful.abort(500, error_info=NOT_ALL_REPORTS_DELETED)
|
||||
|
||||
return {"success": "true"}
|
|
@ -103,3 +103,9 @@ class AttackReportService:
|
|||
"""
|
||||
generated_report = mongo.db.attack_report.find_one({})
|
||||
return generated_report is not None
|
||||
|
||||
@staticmethod
|
||||
def delete_saved_report_if_exists():
|
||||
delete_result = mongo.db.attack_report.delete_many({})
|
||||
if mongo.db.attack_report.count_documents({}) != 0:
|
||||
raise RuntimeError("Attack Report cache not cleared. DeleteResult: " + delete_result.raw_result)
|
||||
|
|
|
@ -773,6 +773,16 @@ class ReportService:
|
|||
|
||||
return False
|
||||
|
||||
@staticmethod
|
||||
def delete_saved_report_if_exists():
|
||||
"""
|
||||
This function clears the saved report from the DB.
|
||||
:raises RuntimeError if deletion failed
|
||||
"""
|
||||
delete_result = mongo.db.report.delete_many({})
|
||||
if mongo.db.report.count_documents({}) != 0:
|
||||
raise RuntimeError("Report cache not cleared. DeleteResult: " + delete_result.raw_result)
|
||||
|
||||
@staticmethod
|
||||
def decode_dot_char_before_mongo_insert(report_dict):
|
||||
"""
|
||||
|
|
Loading…
Reference in New Issue