mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-05 05:18:52 +08:00
97 lines
3.5 KiB
Python
97 lines
3.5 KiB
Python
import ujson
|
|
import json
|
|
from pymilvus.grpc_gen import milvus_pb2 as milvus_types
|
|
from pymilvus import connections
|
|
|
|
sys_info_req = ujson.dumps({"metric_type": "system_info"})
|
|
sys_statistics_req = ujson.dumps({"metric_type": "system_statistics"})
|
|
sys_logs_req = ujson.dumps({"metric_type": "system_logs"})
|
|
|
|
|
|
class MilvusSys:
|
|
def __init__(self, alias='default'):
|
|
self.alias = alias
|
|
self.client = connections.get_connection(alias=self.alias)
|
|
if self.client is None:
|
|
raise Exception(f"Connection {alias} is disconnected or nonexistent")
|
|
|
|
# TODO: for now it only supports non_orm style API for getMetricsRequest
|
|
with self.client._connection() as handler:
|
|
req = milvus_types.GetMetricsRequest(request=sys_info_req)
|
|
self.sys_info = handler._stub.GetMetrics(req, wait_for_ready=True, timeout=None)
|
|
req = milvus_types.GetMetricsRequest(request=sys_statistics_req)
|
|
self.sys_statistics = handler._stub.GetMetrics(req, wait_for_ready=True, timeout=None)
|
|
req = milvus_types.GetMetricsRequest(request=sys_logs_req)
|
|
self.sys_logs = handler._stub.GetMetrics(req, wait_for_ready=True, timeout=None)
|
|
|
|
@property
|
|
def build_version(self):
|
|
"""get the first node's build version as milvus build version"""
|
|
return self.nodes[0].get('infos').get('system_info').get('system_version')
|
|
|
|
@property
|
|
def deploy_mode(self):
|
|
"""get the first node's deploy_mode as milvus deploy_mode"""
|
|
return self.nodes[0].get('infos').get('system_info').get('deploy_mode')
|
|
|
|
@property
|
|
def simd_type(self):
|
|
"""
|
|
get simd type that milvus is running against
|
|
return the first query node's simd type
|
|
"""
|
|
for node in self.nodes:
|
|
if 'QueryNode' == node.get('infos').get('type'):
|
|
return node.get('infos').get('system_configurations').get('simd_type')
|
|
raise Exception("No query node found")
|
|
|
|
@property
|
|
def query_nodes(self):
|
|
"""get all query nodes in Milvus deployment"""
|
|
query_nodes = []
|
|
for node in self.nodes:
|
|
if 'QueryNode' == node.get('infos').get('type'):
|
|
query_nodes.append(node)
|
|
return query_nodes
|
|
|
|
@property
|
|
def data_nodes(self):
|
|
"""get all data nodes in Milvus deployment"""
|
|
data_nodes = []
|
|
for node in self.nodes:
|
|
if 'DataNode' == node.get('infos').get('type'):
|
|
data_nodes.append(node)
|
|
return data_nodes
|
|
|
|
@property
|
|
def index_nodes(self):
|
|
"""get all index nodes in Milvus deployment"""
|
|
index_nodes = []
|
|
for node in self.nodes:
|
|
if 'IndexNode' == node.get('infos').get('type'):
|
|
index_nodes.append(node)
|
|
return index_nodes
|
|
|
|
@property
|
|
def proxy_nodes(self):
|
|
"""get all proxy nodes in Milvus deployment"""
|
|
proxy_nodes = []
|
|
for node in self.nodes:
|
|
if 'Proxy' == node.get('infos').get('type'):
|
|
proxy_nodes.append(node)
|
|
return proxy_nodes
|
|
|
|
@property
|
|
def nodes(self):
|
|
"""get all the nodes in Milvus deployment"""
|
|
return json.loads(self.sys_info.response).get('nodes_info')
|
|
|
|
def get_nodes_by_type(self, node_type=None):
|
|
"""get milvus nodes by node type"""
|
|
target_nodes = []
|
|
if node_type is not None:
|
|
for node in self.nodes:
|
|
if str(node_type).lower() == str(node.get('infos').get('type')).lower():
|
|
target_nodes.append(node)
|
|
return target_nodes
|