jumpserver/apps/accounts/automations/gather_account/manager.py

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import time
from collections import defaultdict
from django.utils import timezone
from accounts.const import AutomationTypes
from accounts.models import GatheredAccount, Account, AccountRisk, RiskChoice
from common.const import ConfirmOrIgnore
from common.decorators import bulk_create_decorator, bulk_update_decorator
from common.utils import get_logger
from common.utils.strings import get_text_diff
from orgs.utils import tmp_to_org
from .filter import GatherAccountsFilter
from ..base.manager import AccountBasePlaybookManager
logger = get_logger(__name__)
risk_items = [
"authorized_keys",
"sudoers",
"groups",
]
common_risk_items = [
"address_last_login",
"date_last_login",
"date_password_change",
"date_password_expired",
"detail"
]
diff_items = risk_items + common_risk_items
def format_datetime(value):
if isinstance(value, timezone.datetime):
return value.strftime("%Y-%m-%d %H:%M:%S")
return value
def get_items_diff(ori_account, d):
if hasattr(ori_account, "_diff"):
return ori_account._diff
diff = {}
for item in diff_items:
get_item_diff(item, ori_account, d, diff)
ori_account._diff = diff
return diff
def get_item_diff(item, ori_account, d, diff):
detail = getattr(ori_account, 'detail', {})
new_detail = d.get('detail', {})
ori = getattr(ori_account, item, None) or detail.get(item)
new = d.get(item, "") or new_detail.get(item)
if not ori and not new:
return
ori = format_datetime(ori)
new = format_datetime(new)
if new != ori:
diff[item] = get_text_diff(str(ori), str(new))
class AnalyseAccountRisk:
long_time = timezone.timedelta(days=90)
datetime_check_items = [
{"field": "date_last_login", "risk": "long_time_no_login", "delta": long_time},
{
"field": "date_password_change",
"risk": RiskChoice.long_time_password,
"delta": long_time,
},
{
"field": "date_password_expired",
"risk": "password_expired",
"delta": timezone.timedelta(seconds=1),
},
]
def __init__(self, check_risk=True):
self.check_risk = check_risk
self.now = timezone.now()
self.pending_add_risks = []
def _analyse_item_changed(self, ori_ga, d):
diff = get_items_diff(ori_ga, d)
if not diff:
return
risks = []
for k, v in diff.items():
if k not in risk_items:
continue
risks.append(
dict(
asset_id=str(ori_ga.asset_id),
username=ori_ga.username,
gathered_account=ori_ga,
risk=k + "_changed",
detail={"diff": v},
)
)
self.save_or_update_risks(risks)
def _analyse_datetime_changed(self, ori_account, d, asset, username):
basic = {"asset_id": str(asset.id), "username": username}
risks = []
for item in self.datetime_check_items:
field = item["field"]
risk = item["risk"]
delta = item["delta"]
date = d.get(field)
if not date:
continue
# 服务器收集的时间和数据库时间一致,不进行比较,无法检测风险 不太对,先注释
# pre_date = ori_account and getattr(ori_account, field)
# if pre_date == date:
# continue
if date and date < timezone.now() - delta:
risks.append(
dict(**basic, risk=risk, detail={"date": date.isoformat()})
)
self.save_or_update_risks(risks)
def save_or_update_risks(self, risks):
# 提前取出来,避免每次都查数据库
asset_ids = {r["asset_id"] for r in risks}
assets_risks = AccountRisk.objects.filter(asset_id__in=asset_ids)
assets_risks = {f"{r.asset_id}_{r.username}_{r.risk}": r for r in assets_risks}
for d in risks:
detail = d.pop("detail", {})
detail["datetime"] = self.now.isoformat()
key = f"{d['asset_id']}_{d['username']}_{d['risk']}"
found = assets_risks.get(key)
if not found:
self._create_risk(dict(**d, details=[detail]))
continue
found.details.append(detail)
self._update_risk(found)
@bulk_create_decorator(AccountRisk)
def _create_risk(self, data):
return AccountRisk(**data)
@bulk_update_decorator(AccountRisk, update_fields=["details"])
def _update_risk(self, account):
return account
def analyse_risk(self, asset, ga, d, sys_found):
if not self.check_risk:
return
basic = {"asset": asset, "username": d["username"], 'gathered_account': ga.id}
if ga:
self._analyse_item_changed(ga, d)
elif not sys_found:
self._create_risk(
dict(
**basic,
risk=RiskChoice.new_found,
details=[{"datetime": self.now.isoformat()}],
)
)
self._analyse_datetime_changed(ga, d, asset, d["username"])
class GatherAccountsManager(AccountBasePlaybookManager):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.host_asset_mapper = {}
self.asset_account_info = {}
self.asset_usernames_mapper = defaultdict(set)
self.ori_asset_usernames = defaultdict(set)
self.ori_gathered_usernames = defaultdict(set)
self.ori_gathered_accounts_mapper = dict()
self.is_sync_account = self.execution.snapshot.get("is_sync_account")
self.check_risk = self.execution.snapshot.get("check_risk", False)
@classmethod
def method_type(cls):
return AutomationTypes.gather_accounts
def host_callback(self, host, asset=None, **kwargs):
super().host_callback(host, asset=asset, **kwargs)
self.host_asset_mapper[host["name"]] = asset
return host
def _filter_success_result(self, tp, result):
result = GatherAccountsFilter(tp).run(self.method_id_meta_mapper, result)
return result
@staticmethod
def _get_nested_info(data, *keys):
for key in keys:
data = data.get(key, {})
if not data:
break
return data
def _collect_asset_account_info(self, asset, info):
result = self._filter_success_result(asset.type, info)
accounts = []
for username, info in result.items():
self.asset_usernames_mapper[str(asset.id)].add(username)
d = {"asset": asset, "username": username, "remote_present": True, **info}
accounts.append(d)
self.asset_account_info[asset] = accounts
def on_host_success(self, host, result):
super().on_host_success(host, result)
info = self._get_nested_info(result, "debug", "res", "info")
asset = self.host_asset_mapper.get(host)
if asset and info:
self._collect_asset_account_info(asset, info)
else:
print(f"\033[31m Not found {host} info \033[0m\n")
def prefetch_origin_account_usernames(self):
"""
提起查出来,避免每次 sql 查询
:return:
"""
assets = self.asset_usernames_mapper.keys()
accounts = Account.objects.filter(asset__in=assets).values_list(
"asset", "username"
)
for asset_id, username in accounts:
self.ori_asset_usernames[str(asset_id)].add(username)
ga_accounts = GatheredAccount.objects.filter(asset__in=assets)
for account in ga_accounts:
self.ori_gathered_usernames[str(account.asset_id)].add(account.username)
key = "{}_{}".format(account.asset_id, account.username)
self.ori_gathered_accounts_mapper[key] = account
def update_gather_accounts_status(self, asset):
"""
远端账号收集中的账号vault 中的账号。
要根据账号新增见啥,标识 收集账号的状态, 让管理员关注
远端账号 -> 收集账号 -> 特权账号
"""
remote_users = self.asset_usernames_mapper[str(asset.id)]
ori_users = self.ori_asset_usernames[str(asset.id)]
ori_ga_users = self.ori_gathered_usernames[str(asset.id)]
queryset = GatheredAccount.objects.filter(asset=asset).exclude(
status=ConfirmOrIgnore.ignored
)
# 远端账号 比 收集账号多的
# 新增创建,不用处理状态
new_found_users = remote_users - ori_ga_users
if new_found_users:
self.summary["new_accounts"] += len(new_found_users)
for username in new_found_users:
self.result["new_accounts"].append(
{
"asset": str(asset),
"username": username,
}
)
# 远端上 比 收集账号少的
# 标识 remote_present=False, 标记为待处理
# 远端资产上不存在的,标识为待处理,需要管理员介入
lost_users = ori_ga_users - remote_users
if lost_users:
queryset.filter(username__in=lost_users).update(
status=ConfirmOrIgnore.pending, remote_present=False
)
self.summary["lost_accounts"] += len(lost_users)
for username in lost_users:
self.result["lost_accounts"].append(
{
"asset": str(asset),
"username": username,
}
)
# 收集的账号 比 账号列表多的, 有可能是账号中删掉了, 但这时候状态已经是 confirm 了
# 标识状态为 待处理, 让管理员去确认
ga_added_users = ori_ga_users - ori_users
if ga_added_users:
queryset.filter(username__in=ga_added_users).update(status=ConfirmOrIgnore.pending)
# 收集的账号 比 账号列表少的
# 这个好像不不用对比,原始情况就这样
# 远端账号 比 账号列表少的
# 创建收集账号,标识 remote_present=False, 状态待处理
# 远端账号 比 账号列表多的
# 正常情况, 不用处理,因为远端账号会创建到收集账号,收集账号再去对比
# 不过这个好像也处理一下 status因为已存在这是状态应该是确认
(
queryset.filter(username__in=ori_users)
.exclude(status=ConfirmOrIgnore.confirmed)
.update(status=ConfirmOrIgnore.confirmed)
)
# 远端存在的账号,标识为已存在
(
queryset.filter(username__in=remote_users, remote_present=False).update(
remote_present=True
)
)
# 资产上没有的,标识为为存在
(
queryset.exclude(username__in=ori_users)
.filter(present=True)
.update(present=False)
)
(
queryset.filter(username__in=ori_users)
.filter(present=False)
.update(present=True)
)
@bulk_create_decorator(GatheredAccount)
def create_gathered_account(self, d):
ga = GatheredAccount()
for k, v in d.items():
setattr(ga, k, v)
return ga
@bulk_update_decorator(GatheredAccount, update_fields=common_risk_items)
def update_gathered_account(self, ori_account, d):
diff = get_items_diff(ori_account, d)
if not diff:
return
for k in diff:
if k not in common_risk_items:
continue
v = d.get(k)
setattr(ori_account, k, v)
return ori_account
def do_run(self, *args, **kwargs):
super().do_run(*args, **kwargs)
self.prefetch_origin_account_usernames()
risk_analyser = AnalyseAccountRisk(self.check_risk)
for asset, accounts_data in self.asset_account_info.items():
ori_users = self.ori_asset_usernames[str(asset.id)]
with tmp_to_org(asset.org_id):
for d in accounts_data:
username = d["username"]
ori_account = self.ori_gathered_accounts_mapper.get(
"{}_{}".format(asset.id, username)
)
if not ori_account:
ga = self.create_gathered_account(d)
else:
ga = ori_account
self.update_gathered_account(ori_account, d)
ori_found = username in ori_users
risk_analyser.analyse_risk(asset, ga, d, ori_found)
self.create_gathered_account.finish()
self.update_gathered_account.finish()
self.update_gather_accounts_status(asset)
if not self.is_sync_account:
continue
gathered_accounts = GatheredAccount.objects.filter(asset=asset)
GatheredAccount.sync_accounts(gathered_accounts, self.is_sync_account)
GatheredAccount.objects.filter(
asset=asset, username__in=ori_users, present=False
).update(
present=True
)
# 因为有 bulk create, bulk update, 所以这里需要 sleep 一下,等待数据同步
time.sleep(0.5)
def get_report_template(self):
return "accounts/gather_account_report.html"