milvus/internal/util/metrics/c_registry.go
foxspy 8e64bf929c
enhance: add scalar filtering and vector search latency metrics (#34785)
add scalar filtering and vector search latency metrics to distinguish
the cost of scalar filtering.
To add metrics in query chain, add a monitor module and move the metric
files from original storage module.
issue: #34780

Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
2024-07-19 14:01:39 +08:00

152 lines
4.2 KiB
Go

/*
* # 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
/*
#cgo pkg-config: milvus_segcore milvus_storage milvus_common milvus_monitor
#include <stdlib.h>
#include "segcore/metrics_c.h"
#include "monitor/monitor_c.h"
*/
import "C"
import (
"sort"
"strings"
"sync"
"unsafe"
"github.com/prometheus/client_golang/prometheus"
dto "github.com/prometheus/client_model/go"
"github.com/prometheus/common/expfmt"
"go.uber.org/zap"
"golang.org/x/exp/maps"
"github.com/milvus-io/milvus/pkg/log"
)
// metricSorter is a sortable slice of *dto.Metric.
type metricSorter []*dto.Metric
func (s metricSorter) Len() int {
return len(s)
}
func (s metricSorter) Swap(i, j int) {
s[i], s[j] = s[j], s[i]
}
func (s metricSorter) Less(i, j int) bool {
if len(s[i].Label) != len(s[j].Label) {
// This should not happen. The metrics are
// inconsistent. However, we have to deal with the fact, as
// people might use custom collectors or metric family injection
// to create inconsistent metrics. So let's simply compare the
// number of labels in this case. That will still yield
// reproducible sorting.
return len(s[i].Label) < len(s[j].Label)
}
for n, lp := range s[i].Label {
vi := lp.GetValue()
vj := s[j].Label[n].GetValue()
if vi != vj {
return vi < vj
}
}
// We should never arrive here. Multiple metrics with the same
// label set in the same scrape will lead to undefined ingestion
// behavior. However, as above, we have to provide stable sorting
// here, even for inconsistent metrics. So sort equal metrics
// by their timestamp, with missing timestamps (implying "now")
// coming last.
if s[i].TimestampMs == nil {
return false
}
if s[j].TimestampMs == nil {
return true
}
return s[i].GetTimestampMs() < s[j].GetTimestampMs()
}
// NormalizeMetricFamilies returns a MetricFamily slice with empty
// MetricFamilies pruned and the remaining MetricFamilies sorted by name within
// the slice, with the contained Metrics sorted within each MetricFamily.
func NormalizeMetricFamilies(metricFamiliesByName map[string]*dto.MetricFamily) []*dto.MetricFamily {
for _, mf := range metricFamiliesByName {
sort.Sort(metricSorter(mf.Metric))
}
names := make([]string, 0, len(metricFamiliesByName))
for name, mf := range metricFamiliesByName {
if len(mf.Metric) > 0 {
names = append(names, name)
}
}
sort.Strings(names)
result := make([]*dto.MetricFamily, 0, len(names))
for _, name := range names {
result = append(result, metricFamiliesByName[name])
}
return result
}
func NewCRegistry() *CRegistry {
return &CRegistry{
Registry: prometheus.NewRegistry(),
}
}
// only re-write the implementation of Gather()
type CRegistry struct {
*prometheus.Registry
mtx sync.RWMutex
}
// Gather implements Gatherer.
func (r *CRegistry) Gather() (res []*dto.MetricFamily, err error) {
var parser expfmt.TextParser
r.mtx.RLock()
cMetricsStr := C.GetKnowhereMetrics()
metricsStr := C.GoString(cMetricsStr)
C.free(unsafe.Pointer(cMetricsStr))
out, err := parser.TextToMetricFamilies(strings.NewReader(metricsStr))
if err != nil {
log.Error("fail to parse knowhere prometheus metrics", zap.Error(err))
return
}
cMetricsStr = C.GetCoreMetrics()
metricsStr = C.GoString(cMetricsStr)
C.free(unsafe.Pointer(cMetricsStr))
out1, err := parser.TextToMetricFamilies(strings.NewReader(metricsStr))
if err != nil {
log.Error("fail to parse storage prometheus metrics", zap.Error(err))
return
}
maps.Copy(out, out1)
res = NormalizeMetricFamilies(out)
return
}