milvus/internal/metrics/metrics.go

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// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package metrics
import (
"net/http"
"github.com/milvus-io/milvus/internal/log"
"github.com/prometheus/client_golang/prometheus"
"github.com/prometheus/client_golang/prometheus/promhttp"
"go.uber.org/zap"
)
const (
milvusNamespace = "milvus"
subSystemRootCoord = "rootcoord"
subSystemDataCoord = "dataCoord"
subSystemDataNode = "dataNode"
subSystemProxy = "proxy"
)
var (
// RootCoordProxyLister counts the num of registered proxy nodes
RootCoordProxyLister = prometheus.NewGaugeVec(
prometheus.GaugeOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "list_of_proxy",
Help: "List of proxy nodes which have registered with etcd",
}, []string{"client_id"})
////////////////////////////////////////////////////////////////////////////
// for grpc
// RootCoordCreateCollectionCounter counts the num of calls of CreateCollection
RootCoordCreateCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "create_collection_total",
Help: "Counter of create collection",
}, []string{"client_id", "type"})
// RootCoordDropCollectionCounter counts the num of calls of DropCollection
RootCoordDropCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "drop_collection_total",
Help: "Counter of drop collection",
}, []string{"client_id", "type"})
// RootCoordHasCollectionCounter counts the num of calls of HasCollection
RootCoordHasCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "has_collection_total",
Help: "Counter of has collection",
}, []string{"client_id", "type"})
// RootCoordDescribeCollectionCounter counts the num of calls of DescribeCollection
RootCoordDescribeCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "describe_collection_total",
Help: "Counter of describe collection",
}, []string{"client_id", "type"})
// RootCoordShowCollectionsCounter counts the num of calls of ShowCollections
RootCoordShowCollectionsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "show_collections_total",
Help: "Counter of show collections",
}, []string{"client_id", "type"})
// RootCoordCreatePartitionCounter counts the num of calls of CreatePartition
RootCoordCreatePartitionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "create_partition_total",
Help: "Counter of create partition",
}, []string{"client_id", "type"})
// RootCoordDropPartitionCounter counts the num of calls of DropPartition
RootCoordDropPartitionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "drop_partition_total",
Help: "Counter of drop partition",
}, []string{"client_id", "type"})
// RootCoordHasPartitionCounter counts the num of calls of HasPartition
RootCoordHasPartitionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "has_partition_total",
Help: "Counter of has partition",
}, []string{"client_id", "type"})
// RootCoordShowPartitionsCounter counts the num of calls of ShowPartitions
RootCoordShowPartitionsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "show_partitions_total",
Help: "Counter of show partitions",
}, []string{"client_id", "type"})
// RootCoordCreateIndexCounter counts the num of calls of CreateIndex
RootCoordCreateIndexCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "create_index_total",
Help: "Counter of create index",
}, []string{"client_id", "type"})
// RootCoordDropIndexCounter counts the num of calls of DropIndex
RootCoordDropIndexCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "drop_index_total",
Help: "Counter of drop index",
}, []string{"client_id", "type"})
// RootCoordDescribeIndexCounter counts the num of calls of DescribeIndex
RootCoordDescribeIndexCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "describe_index_total",
Help: "Counter of describe index",
}, []string{"client_id", "type"})
// RootCoordDescribeSegmentCounter counts the num of calls of DescribeSegment
RootCoordDescribeSegmentCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "describe_segment_total",
Help: "Counter of describe segment",
}, []string{"client_id", "type"})
// RootCoordShowSegmentsCounter counts the num of calls of ShowSegments
RootCoordShowSegmentsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "show_segments_total",
Help: "Counter of show segments",
}, []string{"client_id", "type"})
////////////////////////////////////////////////////////////////////////////
// for time tick
// RootCoordInsertChannelTimeTick counts the time tick num of insert channel in 24H
RootCoordInsertChannelTimeTick = prometheus.NewGaugeVec(
prometheus.GaugeOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "insert_channel_time_tick",
Help: "Time tick of insert Channel in 24H",
}, []string{"vchannel"})
// RootCoordDDChannelTimeTick counts the time tick num of dd channel in 24H
RootCoordDDChannelTimeTick = prometheus.NewGauge(
prometheus.GaugeOpts{
Namespace: milvusNamespace,
Subsystem: subSystemRootCoord,
Name: "dd_channel_time_tick",
Help: "Time tick of dd Channel in 24H",
})
)
//RegisterRootCoord registers RootCoord metrics
func RegisterRootCoord() {
prometheus.MustRegister(RootCoordProxyLister)
// for grpc
prometheus.MustRegister(RootCoordCreateCollectionCounter)
prometheus.MustRegister(RootCoordDropCollectionCounter)
prometheus.MustRegister(RootCoordHasCollectionCounter)
prometheus.MustRegister(RootCoordDescribeCollectionCounter)
prometheus.MustRegister(RootCoordShowCollectionsCounter)
prometheus.MustRegister(RootCoordCreatePartitionCounter)
prometheus.MustRegister(RootCoordDropPartitionCounter)
prometheus.MustRegister(RootCoordHasPartitionCounter)
prometheus.MustRegister(RootCoordShowPartitionsCounter)
prometheus.MustRegister(RootCoordCreateIndexCounter)
prometheus.MustRegister(RootCoordDropIndexCounter)
prometheus.MustRegister(RootCoordDescribeIndexCounter)
prometheus.MustRegister(RootCoordDescribeSegmentCounter)
prometheus.MustRegister(RootCoordShowSegmentsCounter)
// for time tick
prometheus.MustRegister(RootCoordInsertChannelTimeTick)
prometheus.MustRegister(RootCoordDDChannelTimeTick)
//prometheus.MustRegister(PanicCounter)
}
var (
// ProxyCreateCollectionCounter counts the num of calls of CreateCollection
ProxyCreateCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "create_collection_total",
Help: "Counter of create collection",
}, []string{"status"})
// ProxyDropCollectionCounter counts the num of calls of DropCollection
ProxyDropCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "drop_collection_total",
Help: "Counter of drop collection",
}, []string{"status"})
// ProxyHasCollectionCounter counts the num of calls of HasCollection
ProxyHasCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "has_collection_total",
Help: "Counter of has collection",
}, []string{"status"})
// ProxyLoadCollectionCounter counts the num of calls of LoadCollection
ProxyLoadCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "load_collection_total",
Help: "Counter of load collection",
}, []string{"status"})
// ProxyReleaseCollectionCounter counts the num of calls of ReleaseCollection
ProxyReleaseCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "release_collection_total",
Help: "Counter of release collection",
}, []string{"status"})
// ProxyDescribeCollectionCounter counts the num of calls of DescribeCollection
ProxyDescribeCollectionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "describe_collection_total",
Help: "Counter of describe collection",
}, []string{"status"})
// ProxyGetCollectionStatisticsCounter counts the num of calls of GetCollectionStatistics
ProxyGetCollectionStatisticsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_collection_statistics_total",
Help: "Counter of get collection statistics",
}, []string{"status"})
// ProxyShowCollectionsCounter counts the num of calls of ShowCollections
ProxyShowCollectionsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "show_collections_total",
Help: "Counter of show collections",
}, []string{"status"})
// ProxyCreatePartitionCounter counts the num of calls of CreatePartition
ProxyCreatePartitionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "create_partition_total",
Help: "Counter of create partition",
}, []string{"status"})
// ProxyDropPartitionCounter counts the num of calls of DropPartition
ProxyDropPartitionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "drop_partition_total",
Help: "Counter of drop partition",
}, []string{"status"})
// ProxyHasPartitionCounter counts the num of calls of HasPartition
ProxyHasPartitionCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "has_partition_total",
Help: "Counter of has partition",
}, []string{"status"})
// ProxyLoadPartitionsCounter counts the num of calls of LoadPartitions
ProxyLoadPartitionsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "load_partitions_total",
Help: "Counter of load partitions",
}, []string{"status"})
// ProxyReleasePartitionsCounter counts the num of calls of ReleasePartitions
ProxyReleasePartitionsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "release_partitions_total",
Help: "Counter of release partitions",
}, []string{"status"})
// ProxyGetPartitionStatisticsCounter counts the num of calls of GetPartitionStatistics
ProxyGetPartitionStatisticsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_partition_statistics_total",
Help: "Counter of get partition statistics",
}, []string{"status"})
// ProxyShowPartitionsCounter counts the num of calls of ShowPartitions
ProxyShowPartitionsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "show_partitions_total",
Help: "Counter of show partitions",
}, []string{"status"})
// ProxyCreateIndexCounter counts the num of calls of CreateIndex
ProxyCreateIndexCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "create_index_counter",
Help: "Counter of create index",
}, []string{"status"})
// ProxyDescribeIndexCounter counts the num of calls of DescribeIndex
ProxyDescribeIndexCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "describe_index_counter",
Help: "Counter of describe index",
}, []string{"status"})
// ProxyGetIndexStateCounter counts the num of calls of GetIndexState
ProxyGetIndexStateCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_index_state_counter",
Help: "Counter of get index state",
}, []string{"status"})
// ProxyGetIndexBuildProgressCounter counts the num of calls of GetIndexBuildProgress
ProxyGetIndexBuildProgressCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_index_build_progress_total",
Help: "Counter of get index build progress",
}, []string{"status"})
// ProxyDropIndexCounter counts the num of calls of DropIndex
ProxyDropIndexCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "drop_index_total",
Help: "Counter of drop index",
}, []string{"status"})
// ProxyInsertCounter counts the num of calls of Insert
ProxyInsertCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "insert_total",
Help: "Counter of insert",
}, []string{"status"})
// ProxySearchCounter counts the num of calls of Search
ProxySearchCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "search_total",
Help: "Counter of search",
}, []string{"status"})
// ProxyRetrieveCounter counts the num of calls of Retrieve
ProxyRetrieveCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "retrieve_total",
Help: "Counter of retrieve",
}, []string{"status"})
// ProxyFlushCounter counts the num of calls of Flush
ProxyFlushCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "flush_total",
Help: "Counter of flush",
}, []string{"status"})
// ProxyQueryCounter counts the num of calls of Query
ProxyQueryCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "query_total",
Help: "Counter of query",
}, []string{"status"})
// ProxyGetPersistentSegmentInfoCounter counts the num of calls of GetPersistentSegmentInfo
ProxyGetPersistentSegmentInfoCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_persistent_segment_info_total",
Help: "Counter of get persistent segment info",
}, []string{"status"})
// ProxyGetQuerySegmentInfoCounter counts the num of calls of GetQuerySegmentInfo
ProxyGetQuerySegmentInfoCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_query_segment_info_total",
Help: "Counter of get query segment info",
}, []string{"status"})
// ProxyDummyCounter counts the num of calls of Dummy
ProxyDummyCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "dummy_total",
Help: "Counter of dummy",
}, []string{"status"})
// ProxyRegisterLinkCounter counts the num of calls of RegisterLink
ProxyRegisterLinkCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "register_link_total",
Help: "Counter of register link",
}, []string{"status"})
// ProxyGetComponentStatesCounter counts the num of calls of GetComponentStates
ProxyGetComponentStatesCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_component_states_total",
Help: "Counter of get component states",
}, []string{"status"})
// ProxyGetStatisticsChannelCounter counts the num of calls of GetStatisticsChannel
ProxyGetStatisticsChannelCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_statistics_channel_total",
Help: "Counter of get statistics channel",
}, []string{"status"})
// ProxyInvalidateCollectionMetaCacheCounter counts the num of calls of InvalidateCollectionMetaCache
ProxyInvalidateCollectionMetaCacheCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "invalidate_collection_meta_cache_total",
Help: "Counter of invalidate collection meta cache",
}, []string{"status"})
// ProxyGetDdChannelCounter counts the num of calls of GetDdChannel
ProxyGetDdChannelCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "get_dd_channel_total",
Help: "Counter of get dd channel",
}, []string{"status"})
// ProxyReleaseDQLMessageStreamCounter counts the num of calls of ReleaseDQLMessageStream
ProxyReleaseDQLMessageStreamCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "release_dql_message_stream_total",
Help: "Counter of release dql message stream",
}, []string{"status"})
// ProxyDmlChannelTimeTick counts the time tick value of dml channels
ProxyDmlChannelTimeTick = prometheus.NewGaugeVec(
prometheus.GaugeOpts{
Namespace: milvusNamespace,
Subsystem: subSystemProxy,
Name: "dml_channels_time_tick",
Help: "Time tick of dml channels",
}, []string{"pchan"})
)
//RegisterProxy registers Proxy metrics
func RegisterProxy() {
prometheus.MustRegister(ProxyCreateCollectionCounter)
prometheus.MustRegister(ProxyDropCollectionCounter)
prometheus.MustRegister(ProxyHasCollectionCounter)
prometheus.MustRegister(ProxyLoadCollectionCounter)
prometheus.MustRegister(ProxyReleaseCollectionCounter)
prometheus.MustRegister(ProxyDescribeCollectionCounter)
prometheus.MustRegister(ProxyGetCollectionStatisticsCounter)
prometheus.MustRegister(ProxyShowCollectionsCounter)
prometheus.MustRegister(ProxyCreatePartitionCounter)
prometheus.MustRegister(ProxyDropPartitionCounter)
prometheus.MustRegister(ProxyHasPartitionCounter)
prometheus.MustRegister(ProxyLoadPartitionsCounter)
prometheus.MustRegister(ProxyReleasePartitionsCounter)
prometheus.MustRegister(ProxyGetPartitionStatisticsCounter)
prometheus.MustRegister(ProxyShowPartitionsCounter)
prometheus.MustRegister(ProxyCreateIndexCounter)
prometheus.MustRegister(ProxyDescribeIndexCounter)
prometheus.MustRegister(ProxyGetIndexStateCounter)
prometheus.MustRegister(ProxyGetIndexBuildProgressCounter)
prometheus.MustRegister(ProxyDropIndexCounter)
prometheus.MustRegister(ProxyInsertCounter)
prometheus.MustRegister(ProxySearchCounter)
prometheus.MustRegister(ProxyRetrieveCounter)
prometheus.MustRegister(ProxyFlushCounter)
prometheus.MustRegister(ProxyQueryCounter)
prometheus.MustRegister(ProxyGetPersistentSegmentInfoCounter)
prometheus.MustRegister(ProxyGetQuerySegmentInfoCounter)
prometheus.MustRegister(ProxyDummyCounter)
prometheus.MustRegister(ProxyRegisterLinkCounter)
prometheus.MustRegister(ProxyGetComponentStatesCounter)
prometheus.MustRegister(ProxyGetStatisticsChannelCounter)
prometheus.MustRegister(ProxyInvalidateCollectionMetaCacheCounter)
prometheus.MustRegister(ProxyGetDdChannelCounter)
prometheus.MustRegister(ProxyReleaseDQLMessageStreamCounter)
prometheus.MustRegister(ProxyDmlChannelTimeTick)
}
//RegisterQueryCoord registers QueryCoord metrics
func RegisterQueryCoord() {
}
//RegisterQueryNode registers QueryNode metrics
func RegisterQueryNode() {
}
var (
//DataCoordDataNodeList records the num of regsitered data nodes
DataCoordDataNodeList = prometheus.NewGaugeVec(
prometheus.GaugeOpts{
Namespace: milvusNamespace,
Subsystem: subSystemDataCoord,
Name: "list_of_data_node",
Help: "List of data nodes registered within etcd",
}, []string{"status"},
)
)
//RegisterDataCoord registers DataCoord metrics
func RegisterDataCoord() {
prometheus.MustRegister(DataCoordDataNodeList)
}
var (
// DataNodeFlushSegmentsCounter counts the num of calls of FlushSegments
DataNodeFlushSegmentsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemDataNode,
Name: "flush_segments_total",
Help: "Counter of flush segments",
}, []string{"type"})
// DataNodeWatchDmChannelsCounter counts the num of calls of WatchDmChannels
DataNodeWatchDmChannelsCounter = prometheus.NewCounterVec(
prometheus.CounterOpts{
Namespace: milvusNamespace,
Subsystem: subSystemDataNode,
Name: "watch_dm_channels_total",
Help: "Counter of watch dm channel",
}, []string{"type"})
)
//RegisterDataNode registers DataNode metrics
func RegisterDataNode() {
prometheus.MustRegister(DataNodeFlushSegmentsCounter)
prometheus.MustRegister(DataNodeWatchDmChannelsCounter)
}
//RegisterIndexCoord registers IndexCoord metrics
func RegisterIndexCoord() {
}
//RegisterIndexNode registers IndexNode metrics
func RegisterIndexNode() {
}
//ServeHTTP serves prometheus http service
func ServeHTTP() {
http.Handle("/metrics", promhttp.Handler())
go func() {
if err := http.ListenAndServe(":9091", nil); err != nil {
log.Error("handle metrics failed", zap.Error(err))
}
}()
}