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259 lines
10 KiB
Go
259 lines
10 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package metrics
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import (
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"github.com/milvus-io/milvus/internal/util/typeutil"
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"github.com/prometheus/client_golang/prometheus"
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)
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var (
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// ProxySearchVectors record the number of vectors search successfully.
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ProxySearchVectors = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "search_vectors_count",
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Help: "counter of vectors successfully searched",
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}, []string{nodeIDLabelName})
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// ProxyInsertVectors record the number of vectors insert successfully.
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ProxyInsertVectors = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "insert_vectors_count",
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Help: "counter of vectors successfully inserted",
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}, []string{nodeIDLabelName})
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// ProxySearchLatency record the latency of search successfully.
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ProxySearchLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "sq_lantency",
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Help: "latency of search",
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Buckets: buckets,
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}, []string{nodeIDLabelName, queryTypeLabelName})
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// ProxySendSQReqLatency record the latency that the proxy sent the search request to the message stream.
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ProxySendSQReqLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "sq_send_latency",
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Help: "latency that proxy sent the search request to the message stream",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, queryTypeLabelName})
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// ProxyWaitForSearchResultLatency record the time that the proxy waits for the search result.
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ProxyWaitForSearchResultLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "sq_wait_result_latency",
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Help: "latency that proxy waits for the result",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, queryTypeLabelName})
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// ProxyReduceSearchResultLatency record the time that the proxy reduces search result.
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ProxyReduceSearchResultLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "sq_reduce_result_latency",
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Help: "latency that proxy reduces search result",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, queryTypeLabelName})
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// ProxyDecodeSearchResultLatency record the time that the proxy decodes the search result.
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ProxyDecodeSearchResultLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "sq_decode_result_latency",
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Help: "latency that proxy decodes the search result",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, queryTypeLabelName})
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// ProxyMsgStreamObjectsForPChan record the number of MsgStream objects per PChannel on each collection_id on Proxy.
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ProxyMsgStreamObjectsForPChan = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "msgstream_obj_num",
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Help: "number of MsgStream objects per physical channel",
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}, []string{nodeIDLabelName, channelNameLabelName})
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// ProxyMutationLatency record the latency that insert successfully.
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ProxyMutationLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "mutation_latency",
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Help: "latency of insert or delete successfully",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, msgTypeLabelName})
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// ProxySendMutationReqLatency record the latency that Proxy send insert request to MsgStream.
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ProxySendMutationReqLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "mutation_send_latency",
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Help: "latency that proxy send insert request to MsgStream",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, msgTypeLabelName})
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// ProxyCacheHitCounter record the number of Proxy cache hits or miss.
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ProxyCacheHitCounter = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "cache_hit_count",
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Help: "count of cache hits",
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}, []string{nodeIDLabelName, cacheNameLabelName, cacheStateLabelName})
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// ProxyUpdateCacheLatency record the time that proxy update cache when cache miss.
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ProxyUpdateCacheLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "cache_update_latency",
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Help: "latency that proxy update cache when cache miss",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName})
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// ProxySyncTimeTick record Proxy synchronization timestamp statistics, differentiated by Channel.
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ProxySyncTimeTick = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "sync_epoch_time",
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Help: "synchronized unix epoch per physical channel and default channel",
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}, []string{nodeIDLabelName, channelNameLabelName})
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// ProxyApplyPrimaryKeyLatency record the latency that apply primary key.
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ProxyApplyPrimaryKeyLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "apply_pk_latency",
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Help: "latency that apply primary key",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName})
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// ProxyApplyTimestampLatency record the latency that proxy apply timestamp.
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ProxyApplyTimestampLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "apply_timestamp_latency",
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Help: "latency that proxy apply timestamp",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName})
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// ProxyDDLFunctionCall records the number of times the function of the DDL operation was executed, like `CreateCollection`.
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ProxyDDLFunctionCall = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "ddl_req_count",
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Help: "count of DDL operation executed",
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}, []string{nodeIDLabelName, functionLabelName, statusLabelName})
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// ProxyDQLFunctionCall records the number of times the function of the DQL operation was executed, like `HasCollection`.
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ProxyDQLFunctionCall = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "dql_req_count",
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Help: "count of DQL operation executed",
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}, []string{nodeIDLabelName, functionLabelName, statusLabelName})
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// ProxyDMLFunctionCall records the number of times the function of the DML operation was executed, like `LoadCollection`.
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ProxyDMLFunctionCall = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "dml_req_count",
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Help: "count of DML operation executed",
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}, []string{nodeIDLabelName, functionLabelName, statusLabelName})
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// ProxyDDLReqLatency records the latency that for DML request, like "CreateCollection".
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ProxyDDLReqLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "ddl_req_latency",
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Help: "latency of each DDL request",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, functionLabelName})
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// ProxyDMLReqLatency records the latency that for DML request.
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ProxyDMLReqLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "dml_req_latency",
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Help: "latency of each DML request excluding insert and delete",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, functionLabelName})
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// ProxyDQLReqLatency record the latency that for DQL request, like "HasCollection".
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ProxyDQLReqLatency = prometheus.NewHistogramVec(
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prometheus.HistogramOpts{
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Namespace: milvusNamespace,
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Subsystem: typeutil.ProxyRole,
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Name: "dql_req_latency",
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Help: "latency of each DQL request excluding search and query",
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Buckets: buckets, // unit: ms
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}, []string{nodeIDLabelName, functionLabelName})
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)
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//RegisterProxy registers Proxy metrics
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func RegisterProxy(registry *prometheus.Registry) {
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registry.MustRegister(ProxySearchVectors)
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registry.MustRegister(ProxyInsertVectors)
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registry.MustRegister(ProxySearchLatency)
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registry.MustRegister(ProxySendSQReqLatency)
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registry.MustRegister(ProxyWaitForSearchResultLatency)
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registry.MustRegister(ProxyReduceSearchResultLatency)
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registry.MustRegister(ProxyDecodeSearchResultLatency)
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registry.MustRegister(ProxyMsgStreamObjectsForPChan)
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registry.MustRegister(ProxyMutationLatency)
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registry.MustRegister(ProxySendMutationReqLatency)
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registry.MustRegister(ProxyCacheHitCounter)
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registry.MustRegister(ProxyUpdateCacheLatency)
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registry.MustRegister(ProxySyncTimeTick)
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registry.MustRegister(ProxyApplyPrimaryKeyLatency)
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registry.MustRegister(ProxyApplyTimestampLatency)
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registry.MustRegister(ProxyDDLFunctionCall)
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registry.MustRegister(ProxyDQLFunctionCall)
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registry.MustRegister(ProxyDMLFunctionCall)
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registry.MustRegister(ProxyDDLReqLatency)
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registry.MustRegister(ProxyDMLReqLatency)
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registry.MustRegister(ProxyDQLReqLatency)
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}
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