mirror of https://github.com/jumpserver/jumpserver
511 lines
16 KiB
Python
511 lines
16 KiB
Python
# -*- coding: utf-8 -*-
|
|
#
|
|
import datetime
|
|
import inspect
|
|
import sys
|
|
|
|
if sys.version_info.major == 3 and sys.version_info.minor >= 10:
|
|
from collections.abc import Iterable
|
|
else:
|
|
from collections import Iterable
|
|
from functools import reduce, partial
|
|
from itertools import groupby
|
|
from uuid import UUID
|
|
|
|
from django.utils.translation import gettext_lazy as _
|
|
from django.db.models import QuerySet as DJQuerySet
|
|
from elasticsearch7 import Elasticsearch
|
|
from elasticsearch7.helpers import bulk
|
|
from elasticsearch7.exceptions import RequestError, SSLError
|
|
from elasticsearch7.exceptions import NotFoundError as NotFoundError7
|
|
|
|
from elasticsearch8.exceptions import NotFoundError as NotFoundError8
|
|
from elasticsearch8.exceptions import BadRequestError
|
|
|
|
from common.utils.common import lazyproperty
|
|
from common.utils import get_logger
|
|
from common.utils.timezone import local_now_date_display
|
|
from common.exceptions import JMSException
|
|
|
|
logger = get_logger(__file__)
|
|
|
|
|
|
class InvalidElasticsearch(JMSException):
|
|
default_code = 'invalid_elasticsearch'
|
|
default_detail = _('Invalid elasticsearch config')
|
|
|
|
|
|
class NotSupportElasticsearch8(JMSException):
|
|
default_code = 'not_support_elasticsearch8'
|
|
default_detail = _('Not Support Elasticsearch8')
|
|
|
|
|
|
class InvalidElasticsearchSSL(JMSException):
|
|
default_code = 'invalid_elasticsearch_SSL'
|
|
default_detail = _(
|
|
'Connection failed: Self-signed certificate used. Please check server certificate configuration')
|
|
|
|
|
|
class ESClient(object):
|
|
|
|
def __new__(cls, *args, **kwargs):
|
|
version = get_es_client_version(**kwargs)
|
|
if version == 6:
|
|
return ESClientV6(*args, **kwargs)
|
|
if version == 7:
|
|
return ESClientV7(*args, **kwargs)
|
|
elif version == 8:
|
|
return ESClientV8(*args, **kwargs)
|
|
raise ValueError('Unsupported ES_VERSION %r' % version)
|
|
|
|
|
|
class ESClientBase(object):
|
|
@classmethod
|
|
def get_properties(cls, data, index):
|
|
return data[index]['mappings']['properties']
|
|
|
|
@classmethod
|
|
def get_mapping(cls, properties):
|
|
return {'mappings': {'properties': properties}}
|
|
|
|
|
|
class ESClientV7(ESClientBase):
|
|
def __init__(self, *args, **kwargs):
|
|
from elasticsearch7 import Elasticsearch
|
|
self.es = Elasticsearch(*args, **kwargs)
|
|
|
|
@classmethod
|
|
def get_sort(cls, field, direction):
|
|
return f'{field}:{direction}'
|
|
|
|
|
|
class ESClientV6(ESClientV7):
|
|
|
|
@classmethod
|
|
def get_properties(cls, data, index):
|
|
return data[index]['mappings']['data']['properties']
|
|
|
|
@classmethod
|
|
def get_mapping(cls, properties):
|
|
return {'mappings': {'data': {'properties': properties}}}
|
|
|
|
|
|
class ESClientV8(ESClientBase):
|
|
def __init__(self, *args, **kwargs):
|
|
from elasticsearch8 import Elasticsearch
|
|
self.es = Elasticsearch(*args, **kwargs)
|
|
|
|
@classmethod
|
|
def get_sort(cls, field, direction):
|
|
return {field: {'order': direction}}
|
|
|
|
|
|
def get_es_client_version(**kwargs):
|
|
try:
|
|
es = Elasticsearch(**kwargs)
|
|
info = es.info()
|
|
version = int(info['version']['number'].split('.')[0])
|
|
return version
|
|
except SSLError:
|
|
raise InvalidElasticsearchSSL
|
|
except Exception:
|
|
raise InvalidElasticsearch
|
|
|
|
|
|
class ES(object):
|
|
|
|
def __init__(self, config, properties, keyword_fields, exact_fields=None, match_fields=None):
|
|
self.version = 7
|
|
self.config = config
|
|
hosts = self.config.get('HOSTS')
|
|
kwargs = self.config.get('OTHER', {})
|
|
|
|
ignore_verify_certs = kwargs.pop('IGNORE_VERIFY_CERTS', False)
|
|
if ignore_verify_certs:
|
|
kwargs['verify_certs'] = None
|
|
self.client = ESClient(hosts=hosts, max_retries=0, **kwargs)
|
|
self.es = self.client.es
|
|
self.index_prefix = self.config.get('INDEX') or 'jumpserver'
|
|
self.is_index_by_date = bool(self.config.get('INDEX_BY_DATE', False))
|
|
|
|
self.index = None
|
|
self.query_index = None
|
|
self.properties = properties
|
|
self.exact_fields, self.match_fields, self.keyword_fields = set(), set(), set()
|
|
|
|
if isinstance(keyword_fields, Iterable):
|
|
self.keyword_fields.update(keyword_fields)
|
|
if isinstance(exact_fields, Iterable):
|
|
self.exact_fields.update(exact_fields)
|
|
if isinstance(match_fields, Iterable):
|
|
self.match_fields.update(match_fields)
|
|
|
|
self.init_index()
|
|
self.doc_type = self.config.get("DOC_TYPE") or '_doc'
|
|
if self.is_new_index_type():
|
|
self.doc_type = '_doc'
|
|
self.exact_fields.update(self.keyword_fields)
|
|
else:
|
|
self.match_fields.update(self.keyword_fields)
|
|
|
|
def init_index(self):
|
|
if self.is_index_by_date:
|
|
date = local_now_date_display()
|
|
self.index = '%s-%s' % (self.index_prefix, date)
|
|
self.query_index = '%s-alias' % self.index_prefix
|
|
else:
|
|
self.index = self.config.get("INDEX") or 'jumpserver'
|
|
self.query_index = self.config.get("INDEX") or 'jumpserver'
|
|
|
|
def is_new_index_type(self):
|
|
if not self.ping(timeout=2):
|
|
return False
|
|
|
|
try:
|
|
# 获取索引信息，如果没有定义，直接返回
|
|
data = self.es.indices.get_mapping(index=self.index)
|
|
except (NotFoundError8, NotFoundError7):
|
|
return False
|
|
|
|
try:
|
|
properties = self.client.get_properties(data=data, index=self.index)
|
|
for keyword in self.keyword_fields:
|
|
if not properties[keyword]['type'] == 'keyword':
|
|
break
|
|
else:
|
|
return True
|
|
except KeyError:
|
|
return False
|
|
|
|
def pre_use_check(self):
|
|
if not self.ping(timeout=3):
|
|
raise InvalidElasticsearch
|
|
self._ensure_index_exists()
|
|
|
|
def _ensure_index_exists(self):
|
|
try:
|
|
mappings = self.client.get_mapping(self.properties)
|
|
|
|
if self.is_index_by_date:
|
|
mappings['aliases'] = {
|
|
self.query_index: {}
|
|
}
|
|
|
|
try:
|
|
self.es.indices.create(index=self.index, body=mappings)
|
|
except (RequestError, BadRequestError) as e:
|
|
if e.error == 'resource_already_exists_exception':
|
|
logger.warning(e)
|
|
else:
|
|
logger.exception(e)
|
|
except Exception as e:
|
|
logger.error(e, exc_info=True)
|
|
|
|
def make_data(self, data):
|
|
return []
|
|
|
|
def save(self, **kwargs):
|
|
data = self.make_data(kwargs)
|
|
return self.es.index(index=self.index, doc_type=self.doc_type, body=data)
|
|
|
|
def bulk_save(self, command_set, raise_on_error=True):
|
|
actions = []
|
|
for command in command_set:
|
|
data = dict(
|
|
_index=self.index,
|
|
_type=self.doc_type,
|
|
_source=self.make_data(command),
|
|
)
|
|
actions.append(data)
|
|
return bulk(self.es, actions, index=self.index, raise_on_error=raise_on_error)
|
|
|
|
def get(self, query: dict):
|
|
item = None
|
|
data = self.filter(query, size=1)
|
|
if len(data) >= 1:
|
|
item = data[0]
|
|
return item
|
|
|
|
def filter(self, query: dict, from_=None, size=None, sort=None):
|
|
try:
|
|
data = self._filter(query, from_, size, sort)
|
|
except Exception as e:
|
|
logger.error('ES filter error: {}'.format(e))
|
|
data = []
|
|
return data
|
|
|
|
def _filter(self, query: dict, from_=None, size=None, sort=None):
|
|
body = self.get_query_body(**query)
|
|
search_params = {
|
|
'index': self.query_index,
|
|
'body': body,
|
|
'from_': from_,
|
|
'size': size
|
|
}
|
|
if sort is not None:
|
|
search_params['sort'] = sort
|
|
data = self.es.search(**search_params)
|
|
|
|
source_data = []
|
|
for item in data['hits']['hits']:
|
|
if item:
|
|
item['_source'].update({'es_id': item['_id']})
|
|
source_data.append(item['_source'])
|
|
|
|
return source_data
|
|
|
|
def count(self, **query):
|
|
try:
|
|
body = self.get_query_body(**query)
|
|
data = self.es.count(index=self.query_index, body=body)
|
|
count = data["count"]
|
|
except Exception as e:
|
|
logger.error('ES count error: {}'.format(e))
|
|
count = 0
|
|
return count
|
|
|
|
def __getattr__(self, item):
|
|
return getattr(self.es, item)
|
|
|
|
def all(self):
|
|
"""返回所有数据"""
|
|
raise NotImplementedError("Not support")
|
|
|
|
def ping(self, timeout=None):
|
|
try:
|
|
return self.es.ping(request_timeout=timeout)
|
|
except Exception:
|
|
return False
|
|
|
|
@staticmethod
|
|
def handler_time_field(data):
|
|
datetime__gte = data.get('datetime__gte')
|
|
datetime__lte = data.get('datetime__lte')
|
|
datetime_range = {}
|
|
|
|
if datetime__gte:
|
|
if isinstance(datetime__gte, datetime.datetime):
|
|
datetime__gte = datetime__gte.strftime('%Y-%m-%d %H:%M:%S')
|
|
datetime_range['gte'] = datetime__gte
|
|
if datetime__lte:
|
|
if isinstance(datetime__lte, datetime.datetime):
|
|
datetime__lte = datetime__lte.strftime('%Y-%m-%d %H:%M:%S')
|
|
datetime_range['lte'] = datetime__lte
|
|
return 'datetime', datetime_range
|
|
|
|
@staticmethod
|
|
def handle_exact_fields(exact):
|
|
_filter = []
|
|
for k, v in exact.items():
|
|
query = 'term'
|
|
if isinstance(v, list):
|
|
query = 'terms'
|
|
_filter.append({
|
|
query: {k: v}
|
|
})
|
|
return _filter
|
|
|
|
def get_query_body(self, **kwargs):
|
|
new_kwargs = {}
|
|
for k, v in kwargs.items():
|
|
if isinstance(v, UUID):
|
|
v = str(v)
|
|
if k == 'pk':
|
|
k = 'id'
|
|
if k.endswith('__in'):
|
|
k = k.replace('__in', '')
|
|
new_kwargs[k] = v
|
|
kwargs = new_kwargs
|
|
|
|
index_in_field = 'id__in'
|
|
exact_fields = self.exact_fields
|
|
match_fields = self.match_fields
|
|
|
|
match = {}
|
|
exact = {}
|
|
index = {}
|
|
|
|
if index_in_field in kwargs:
|
|
index['values'] = kwargs[index_in_field]
|
|
|
|
for k, v in kwargs.items():
|
|
if k in exact_fields:
|
|
exact[k] = v
|
|
elif k in match_fields:
|
|
match[k] = v
|
|
|
|
# 处理时间
|
|
time_field_name, time_range = self.handler_time_field(kwargs)
|
|
|
|
# 处理组织
|
|
should = []
|
|
org_id = match.get('org_id')
|
|
|
|
real_default_org_id = '00000000-0000-0000-0000-000000000002'
|
|
root_org_id = '00000000-0000-0000-0000-000000000000'
|
|
|
|
if org_id == root_org_id:
|
|
match.pop('org_id')
|
|
elif org_id in (real_default_org_id, ''):
|
|
match.pop('org_id')
|
|
should.append({
|
|
'bool': {
|
|
'must_not': [
|
|
{
|
|
'wildcard': {'org_id': '*'}
|
|
}
|
|
]}
|
|
})
|
|
should.append({'match': {'org_id': real_default_org_id}})
|
|
|
|
# 构建 body
|
|
body = {
|
|
'query': {
|
|
'bool': {
|
|
'must': [
|
|
{'match': {k: v}} for k, v in match.items()
|
|
],
|
|
'should': should,
|
|
'filter': self.handle_exact_fields(exact) +
|
|
[
|
|
{
|
|
'range': {
|
|
time_field_name: time_range
|
|
}
|
|
}
|
|
] + [
|
|
{
|
|
'ids': {k: v}
|
|
} for k, v in index.items()
|
|
]
|
|
}
|
|
},
|
|
}
|
|
return body
|
|
|
|
|
|
class QuerySet(DJQuerySet):
|
|
default_days_ago = 7
|
|
max_result_window = 10000
|
|
|
|
def __init__(self, es_instance):
|
|
self._method_calls = []
|
|
self._slice = None # (from_, size)
|
|
self._storage = es_instance
|
|
|
|
# 命令列表模糊搜索时报错
|
|
super().__init__()
|
|
|
|
@lazyproperty
|
|
def _grouped_method_calls(self):
|
|
_method_calls = {k: list(v) for k, v in groupby(self._method_calls, lambda x: x[0])}
|
|
return _method_calls
|
|
|
|
@lazyproperty
|
|
def _filter_kwargs(self):
|
|
_method_calls = self._grouped_method_calls
|
|
filter_calls = _method_calls.get('filter')
|
|
if not filter_calls:
|
|
return {}
|
|
names, multi_args, multi_kwargs = zip(*filter_calls)
|
|
kwargs = reduce(lambda x, y: {**x, **y}, multi_kwargs, {})
|
|
|
|
striped_kwargs = {}
|
|
for k, v in kwargs.items():
|
|
k = k.replace('__exact', '')
|
|
k = k.replace('__startswith', '')
|
|
k = k.replace('__icontains', '')
|
|
striped_kwargs[k] = v
|
|
return striped_kwargs
|
|
|
|
@lazyproperty
|
|
def _sort(self):
|
|
order_by = self._grouped_method_calls.get('order_by')
|
|
if order_by:
|
|
for call in reversed(order_by):
|
|
fields = call[1]
|
|
if fields:
|
|
field = fields[-1]
|
|
|
|
if field.startswith('-'):
|
|
direction = 'desc'
|
|
else:
|
|
direction = 'asc'
|
|
field = field.lstrip('-+')
|
|
sort = self._storage.client.get_sort(field, direction)
|
|
return sort
|
|
|
|
def __execute(self):
|
|
_filter_kwargs = self._filter_kwargs
|
|
_sort = self._sort
|
|
from_, size = self._slice or (None, None)
|
|
data = self._storage.filter(_filter_kwargs, from_=from_, size=size, sort=_sort)
|
|
return self.model.from_multi_dict(data)
|
|
|
|
def __stage_method_call(self, item, *args, **kwargs):
|
|
_clone = self.__clone()
|
|
_clone._method_calls.append((item, args, kwargs))
|
|
return _clone
|
|
|
|
def __clone(self):
|
|
uqs = QuerySet(self._storage)
|
|
uqs._method_calls = self._method_calls.copy()
|
|
uqs._slice = self._slice
|
|
uqs.model = self.model
|
|
return uqs
|
|
|
|
def get(self, **kwargs):
|
|
kwargs.update(self._filter_kwargs)
|
|
return self._storage.get(kwargs)
|
|
|
|
def count(self, limit_to_max_result_window=True):
|
|
filter_kwargs = self._filter_kwargs
|
|
count = self._storage.count(**filter_kwargs)
|
|
if limit_to_max_result_window:
|
|
count = min(count, self.max_result_window)
|
|
return count
|
|
|
|
def __getattribute__(self, item):
|
|
if any((
|
|
item.startswith('__'),
|
|
item in QuerySet.__dict__,
|
|
)):
|
|
return object.__getattribute__(self, item)
|
|
|
|
origin_attr = object.__getattribute__(self, item)
|
|
if not inspect.ismethod(origin_attr):
|
|
return origin_attr
|
|
|
|
attr = partial(self.__stage_method_call, item)
|
|
return attr
|
|
|
|
def __getitem__(self, item):
|
|
max_window = self.max_result_window
|
|
if isinstance(item, slice):
|
|
if self._slice is None:
|
|
clone = self.__clone()
|
|
from_ = item.start or 0
|
|
if item.stop is None:
|
|
size = self.max_result_window - from_
|
|
else:
|
|
size = item.stop - from_
|
|
|
|
if from_ + size > max_window:
|
|
if from_ >= max_window:
|
|
from_ = max_window
|
|
size = 0
|
|
else:
|
|
size = max_window - from_
|
|
clone._slice = (from_, size)
|
|
return clone
|
|
return self.__execute()[item]
|
|
|
|
def __repr__(self):
|
|
return self.__execute().__repr__()
|
|
|
|
def __iter__(self):
|
|
return iter(self.__execute())
|
|
|
|
def __len__(self):
|
|
return self.count()
|